%%% -*-BibTeX-*- %%% ==================================================================== %%% BibTeX-file{ %%% author = "Nelson H. F. Beebe", %%% version = "1.17", %%% date = "17 October 2025", %%% time = "06:46:35 MDT", %%% filename = "siamasajuncertainquantif.bib", %%% address = "University of Utah %%% Department of Mathematics, 110 LCB %%% 155 S 1400 E RM 233 %%% Salt Lake City, UT 84112-0090 %%% USA", %%% telephone = "+1 801 581 5254", %%% URL = "https://www.math.utah.edu/~beebe", %%% checksum = "12817 15154 58084 605448", %%% email = "beebe at math.utah.edu, beebe at acm.org, %%% beebe at computer.org (Internet)", %%% codetable = "ISO/ASCII", %%% keywords = "BibTeX; bibliography; SIAM/ASA Journal on %%% Uncertainty Quantification", %%% license = "public domain", %%% supported = "yes", %%% docstring = "This is a COMPLETE bibliography of the %%% SIAM/ASA Journal on Uncertainty %%% Quantification (CODEN SJUQA3, ISSN 2166-2525, %%% ISSN-L 2166-2525), which began publishing %%% with volume 1, number 1, in 2013. %%% %%% The journal has a Web site at %%% %%% http://epubs.siam.org/loi/sjuqa3 %%% %%% and specific issues can be found at %%% %%% http://epubs.siam.org/toc/sjuqa3// %%% %%% At version 1.17, the COMPLETE year coverage %%% looked like this: %%% %%% 2013 ( 24) 2018 ( 63) 2023 ( 46) %%% 2014 ( 36) 2019 ( 50) 2024 ( 50) %%% 2015 ( 48) 2020 ( 52) 2025 ( 63) %%% 2016 ( 53) 2021 ( 55) %%% 2017 ( 48) 2022 ( 62) %%% %%% Article: 650 %%% %%% Total entries: 650 %%% %%% The checksum field above contains a CRC-16 %%% checksum as the first value, followed by the %%% equivalent of the standard UNIX wc (word %%% count) utility output of lines, words, and %%% characters. This is produced by Robert %%% Solovay's checksum utility.", %%% } %%% ==================================================================== @Preamble{ "\ifx \undefined \booktitle \def \booktitle #1{{{\em #1}}} \fi" # "\ifx \undefined \cyr \let \cyr = \relax \fi" # "\ifx \undefined \mathbb \def \mathbb #1{{\bf #1}} \fi" } %%% ==================================================================== %%% Acknowledgement abbreviations: @String{ack-nhfb = "Nelson H. F. Beebe, University of Utah, Department of Mathematics, 110 LCB, 155 S 1400 E RM 233, Salt Lake City, UT 84112-0090, USA, Tel: +1 801 581 5254, e-mail: \path|beebe@math.utah.edu|, \path|beebe@acm.org|, \path|beebe@computer.org| (Internet), URL: \path|https://www.math.utah.edu/~beebe/|"} %%% ==================================================================== %%% Journal abbreviations: @String{j-SIAM-ASA-J-UNCERTAIN-QUANTIF = "SIAM\slash ASA Journal on Uncertainty Quantification"} %%% ==================================================================== %%% Bibliography entries, in publication order, with ``bibsort -byvol'': @Article{Berger:2013:ME, author = "James Berger and Donald Estep and Max Gunzburger", title = "Message from the {Editors}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "1--1", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130973363", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Higham:2013:MET, author = "Desmond J. Higham and Xuerong Mao and Mikolaj Roj and Qingshuo Song and George Yin", title = "Mean Exit Times and the Multilevel {Monte Carlo} Method", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "2--18", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120883803", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Owen:2013:VCG, author = "Art B. Owen", title = "Variance Components and Generalized {Sobol'} Indices", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "19--41", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120876782", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Stein:2013:FNH, author = "Jerome L. Stein and Seth Stein", title = "Formulating Natural Hazard Policies under Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "42--56", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120891149", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Picheny:2013:NST, author = "Victor Picheny and David Ginsbourger", title = "A Nonstationary Space-Time {Gaussian} Process Model for Partially Converged Simulations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "57--78", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120882834", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Haasdonk:2013:RBM, author = "Bernard Haasdonk and Karsten Urban and Bernhard Wieland", title = "Reduced Basis Methods for Parameterized Partial Differential Equations with Stochastic Influences Using the {Karhunen--Lo{\`e}ve} Expansion", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "79--105", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120876745", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Singh:2013:PME, author = "K. Singh and A. Sandu and M. Jardak and K. W. Bowman and M. Lee", title = "A Practical Method to Estimate Information Content in the Context of {$4$D}-Var Data Assimilation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "106--138", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120884523", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Bender:2013:PEB, author = "Christian Bender and Jessica Steiner", title = "A Posteriori Estimates for Backward {SDEs}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "139--163", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120878689", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Butler:2013:PUU, author = "T. Butler and C. Dawson and T. Wildey", title = "Propagation of Uncertainties Using Improved Surrogate Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "164--191", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120888399", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Elman:2013:RBC, author = "Howard C. Elman and Qifeng Liao", title = "Reduced Basis Collocation Methods for Partial Differential Equations with Random Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "192--217", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120881841", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Arnst:2013:HSS, author = "M. Arnst and C. Soize and R. Ghanem", title = "Hybrid Sampling\slash Spectral Method for Solving Stochastic Coupled Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "218--243", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120894403", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{LeGratiet:2013:BAH, author = "Loic {Le Gratiet}", title = "{Bayesian} Analysis of Hierarchical Multifidelity Codes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "244--269", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120884122", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{DElia:2013:CGS, author = "Marta D'Elia and Max Gunzburger", title = "Coarse-Grid Sampling Interpolatory Methods for Approximating {Gaussian} Random Fields", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "270--296", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120883311", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Hessling:2013:DSP, author = "Jan Peter Hessling", title = "Deterministic Sampling for Propagating Model Covariance", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "297--318", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120899133", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Jarman:2013:CCS, author = "K. D. Jarman and A. M. Tartakovsky", title = "A Comparison of Closures for Stochastic Advection-Diffusion Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "319--347", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120897419", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", note = "See erratum \cite{Jarman:2015:ECC}.", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Kenz:2013:CFB, author = "Zackary R. Kenz and H. T. Banks and Ralph C. Smith", title = "Comparison of Frequentist and {Bayesian} Confidence Analysis Methods on a Viscoelastic Stenosis Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "348--369", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130917867", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Minunno:2013:SPB, author = "F. Minunno and M. van Oijen and D. R. Cameron and J. S. Pereira", title = "Selecting Parameters for {Bayesian} Calibration of a Process-Based Model: a Methodology Based on Canonical Correlation Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "370--385", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120891344", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Jin:2013:OIS, author = "Qinian Jin and Peter Math{\'e}", title = "Oracle Inequality for a Statistical {Raus--Gfrerer}-Type Rule", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "386--407", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120889149", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Pulch:2013:SGM, author = "Roland Pulch", title = "Stochastic {Galerkin} Methods for Analyzing Equilibria of Random Dynamical Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "408--430", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130923543", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Batou:2013:CLM, author = "A. Batou and C. Soize", title = "Calculation of {Lagrange} Multipliers in the Construction of Maximum Entropy Distributions in High Stochastic Dimension", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "431--451", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120901386", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Cheng:2013:DDS, author = "Mulin Cheng and Thomas Y. Hou and Mike Yan and Zhiwen Zhang", title = "A Data-Driven Stochastic Method for Elliptic {PDEs} with Random Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "452--493", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130913249", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Murray:2013:DSS, author = "Lawrence M. Murray and Emlyn M. Jones and John Parslow", title = "On Disturbance State-Space Models and the Particle Marginal {Metropolis--Hastings} Sampler", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "494--521", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130915376", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Thorarinsdottir:2013:UPD, author = "Thordis L. Thorarinsdottir and Tilmann Gneiting and Nadine Gissibl", title = "Using Proper Divergence Functions to Evaluate Climate Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "522--534", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130907550", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Heaton:2013:MUC, author = "Matthew J. Heaton and Tamara A. Greasby and Stephan R. Sain", title = "Modeling Uncertainty in Climate Using Ensembles of Regional and Global Climate Models and Multiple Observation-Based Data Sets", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "1", number = "1", pages = "535--559", month = "????", year = "2013", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/12088505X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Sun Mar 30 10:42:01 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2013", } @Article{Williamson:2014:EBE, author = "Daniel Williamson and Adam T. Blaker", title = "Evolving {Bayesian} Emulators for Structured Chaotic Time Series, with Application to Large Climate Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "1--28", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120900915", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Kohler:2014:CPA, author = "Dominic Kohler and Johannes M{\"u}ller and Utz Wever", title = "Cellular Probabilistic Automata --- A Novel Method for Uncertainty Propagation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "29--54", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120897183", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Kouri:2014:MSC, author = "D. P. Kouri", title = "A Multilevel Stochastic Collocation Algorithm for Optimization of {PDEs} with Uncertain Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "55--81", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130915960", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Labovsky:2014:EAM, author = "A. Labovsky and Max Gunzburger", title = "An Efficient and Accurate Method for the Identification of the Most Influential Random Parameters Appearing in the Input Data for {PDEs}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "82--105", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120883785", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Strong:2014:WMG, author = "Mark Strong and Jeremy E. Oakley", title = "When Is a Model Good Enough? {Deriving} the Expected Value of Model Improvement via Specifying Internal Model Discrepancies", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "106--125", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120889563", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Spiller:2014:AEC, author = "Elaine T. Spiller and M. J. Bayarri and James O. Berger and Eliza S. Calder and Abani K. Patra and E. Bruce Pitman and Robert L. Wolpert", title = "Automating Emulator Construction for Geophysical Hazard Maps", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "126--152", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120899285", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Schick:2014:NGM, author = "M. Schick and V. Heuveline and O. P. {Le Ma{\^\i}tre}", title = "A {Newton--Galerkin} Method for Fluid Flow Exhibiting Uncertain Periodic Dynamics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "153--173", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130908919", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Butler:2014:MTC, author = "T. Butler and D. Estep and S. Tavener and C. Dawson and J. J. Westerink", title = "A Measure-Theoretic Computational Method for Inverse Sensitivity Problems {III}: Multiple Quantities of Interest", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "174--202", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130930406", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Bui-Thanh:2014:AID, author = "Tan Bui-Thanh and Omar Ghattas", title = "An Analysis of Infinite Dimensional {Bayesian} Inverse Shape Acoustic Scattering and Its Numerical Approximation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "203--222", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120894877", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Bonizzoni:2014:PAD, author = "Francesca Bonizzoni and Fabio Nobile", title = "Perturbation Analysis for the {Darcy} Problem with Log-Normal Permeability", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "223--244", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130949415", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Owen:2014:SIS, author = "Art B. Owen", title = "{Sobol'} Indices and {Shapley} Value", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "245--251", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130936233", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Grigoriu:2014:RSR, author = "M. Grigoriu", title = "Response Statistics for Random Heterogeneous Microstructures", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "252--275", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130921490", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Horwood:2014:GMD, author = "Joshua T. Horwood and Aubrey B. Poore", title = "{Gauss von Mises} Distribution for Improved Uncertainty Realism in Space Situational Awareness", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "276--304", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130917296", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Azzimonti:2014:MFE, author = "Laura Azzimonti and Fabio Nobile and Laura M. Sangalli and Piercesare Secchi", title = "Mixed Finite Elements for Spatial Regression with {PDE} Penalization", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "305--335", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130925426", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{LeGratiet:2014:BAG, author = "Loic {Le Gratiet} and Claire Cannamela and Bertrand Iooss", title = "A {Bayesian} Approach for Global Sensitivity Analysis of (Multifidelity) Computer Codes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "336--363", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130926869", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Chen:2014:WRB, author = "Peng Chen and Alfio Quarteroni", title = "Weighted Reduced Basis Method for Stochastic Optimal Control Problems with Elliptic {PDE} Constraint", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "364--396", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130940517", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Mohan:2014:VMA, author = "J. Jagalur Mohan and O. Sahni and A. Doostan and A. A. Oberai", title = "Variational Multiscale Analysis: The Fine-Scale {Green}'s Function for Stochastic Partial Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "397--422", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130940359", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Sep 4 08:20:08 MDT 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Tang:2014:SGQ, author = "Gary Tang and Gianluca Iaccarino", title = "Subsampled {Gauss} Quadrature Nodes for Estimating Polynomial Chaos Expansions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "423--443", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130913511", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Nov 7 18:08:27 MST 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Zhu:2014:CAS, author = "Xueyu Zhu and Akil Narayan and Dongbin Xiu", title = "Computational Aspects of Stochastic Collocation with Multifidelity Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "444--463", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130949154", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Nov 7 18:08:27 MST 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Kantas:2014:SMC, author = "Nikolas Kantas and Alexandros Beskos and Ajay Jasra", title = "Sequential {Monte Carlo} Methods for High-Dimensional Inverse Problems: a Case Study for the {Navier--Stokes} Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "464--489", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130930364", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Nov 7 18:08:27 MST 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Ginsbourger:2014:BAR, author = "David Ginsbourger and Jean Baccou and Cl{\'e}ment Chevalier and Fr{\'e}d{\'e}ric Perales and Nicolas Garland and Yann Monerie", title = "{Bayesian} Adaptive Reconstruction of Profile Optima and Optimizers", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "490--510", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130949555", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Nov 7 18:08:27 MST 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Agapiou:2014:AGS, author = "Sergios Agapiou and Johnathan M. Bardsley and Omiros Papaspiliopoulos and Andrew M. Stuart", title = "Analysis of the {Gibbs} Sampler for Hierarchical Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "511--544", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130944229", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Nov 7 18:08:27 MST 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Kleiber:2014:MCD, author = "William Kleiber and Stephan R. Sain and Michael J. Wiltberger", title = "Model Calibration via Deformation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "545--563", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130935367", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Nov 7 18:08:27 MST 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Gramacy:2014:MPA, author = "Robert B. Gramacy and Jarad Niemi and Robin M. Weiss", title = "Massively Parallel Approximate {Gaussian} Process Regression", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "564--584", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130941912", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Nov 7 18:08:27 MST 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Pampell:2014:PDT, author = "A. Pampell and A. B. Aceves and G. Srinivasan", title = "Predicting Dynamic Trends of the {Atlantic} Meridional Overturning Circulation for Transient and Stochastic Forcing Effects", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "585--606", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130930819", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Nov 7 18:08:27 MST 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{OMalley:2014:CPN, author = "D. O'Malley and V. V. Vesselinov", title = "A Combined Probabilistic\ldots{} Nonprobabilistic Decision Analysis for Contaminant Remediation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "607--621", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140965132", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Nov 7 18:08:27 MST 2014", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Gordon:2014:PFD, author = "Andrew Gordon and Catherine E. Powell", title = "A Preconditioner for Fictitious Domain Formulations of Elliptic {PDEs} on Uncertain Parameterized Domains", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "622--646", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130924202", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Chen:2014:MAP, author = "Nan Chen and Dimitrios Giannakis and Radu Herbei and Andrew J. Majda", title = "An {MCMC} Algorithm for Parameter Estimation in Signals with Hidden Intermittent Instability", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "647--669", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130944977", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Rahman:2014:GAD, author = "Sharif Rahman", title = "A Generalized {ANOVA} Dimensional Decomposition for Dependent Probability Measures", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "670--697", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120904378", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Xu:2014:RES, author = "Gongjun Xu and Guang Lin and Jingchen Liu", title = "Rare-Event Simulation for the Stochastic {Korteweg--de Vries} Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "698--716", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130944473", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Hessling:2014:ICM, author = "Jan Peter Hessling", title = "Identification of Complex Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "717--744", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130934477", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Perrin:2014:PEO, author = "G. Perrin and C. Soize and D. Duhamel and C. Funfschilling", title = "A Posteriori Error and Optimal Reduced Basis for Stochastic Processes Defined by a Finite Set of Realizations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "745--762", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130905095", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Gratton:2014:SCM, author = "Serge Gratton and David Titley-Peloquin", title = "Stochastic Conditioning of Matrix Functions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "763--783", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140973827", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Bao:2014:HSG, author = "Feng Bao and Yanzhao Cao and Clayton Webster and Guannan Zhang", title = "A Hybrid Sparse-Grid Approach for Nonlinear Filtering Problems Based on Adaptive-Domain of the {Zakai} Equation Approximations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "784--804", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140952910", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Gauthier:2014:SAI, author = "Bertrand Gauthier and Luc Pronzato", title = "Spectral Approximation of the {IMSE} Criterion for Optimal Designs in Kernel-Based Interpolation Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "805--825", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130928534", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Elfverson:2014:UQA, author = "Daniel Elfverson and Donald J. Estep and Fredrik Hellman and Axel M{\aa}lqvist", title = "Uncertainty Quantification for Approximate $p$-Quantiles for Physical Models with Stochastic Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "2", number = "1", pages = "826--850", month = "????", year = "2014", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140967039", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Feb 12 09:07:03 MST 2015", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2014", } @Article{Kwiatkowski:2015:CSR, author = "Evan Kwiatkowski and Jan Mandel", title = "Convergence of the Square Root Ensemble {Kalman} Filter in the Large Ensemble Limit", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "1--17", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140965363", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Atar:2015:RBR, author = "Rami Atar and Kenny Chowdhary and Paul Dupuis", title = "Robust Bounds on Risk-Sensitive Functionals via {R{\'e}nyi} Divergence", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "18--33", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130939730", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Soize:2015:PCE, author = "C. Soize", title = "Polynomial Chaos Expansion of a Multimodal Random Vector", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "34--60", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140968495", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Roosta-Khorasani:2015:ASA, author = "Farbod Roosta-Khorasani and G{\'a}bor J. Sz{\'e}kely and Uri M. Ascher", title = "Assessing Stochastic Algorithms for Large Scale Nonlinear Least Squares Problems Using Extremal Probabilities of Linear Combinations of Gamma Random Variables", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "61--90", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/14096311X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Banerjee:2015:MDE, author = "Sourabh Banerjee and Ayanendranath Basu and Sourabh Bhattacharya and Smarajit Bose and Dalia Chakrabarty and Soumendu Sundar Mukherjee", title = "Minimum Distance Estimation of Milky Way Model Parameters and Related Inference", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "91--115", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130935525", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Drohmann:2015:RMS, author = "Martin Drohmann and Kevin Carlberg", title = "The {ROMES} Method for Statistical Modeling of Reduced-Order-Model Error", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "116--145", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140969841", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Tan:2015:SBP, author = "Matthias Hwai Yong Tan", title = "Sequential {Bayesian} Polynomial Chaos Model Selection for Estimation of Sensitivity Indices", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "146--168", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130931175", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Arbogast:2015:PEE, author = "T. Arbogast and D. Estep and B. Sheehan and S. Tavener", title = "A Posteriori Error Estimates for Mixed Finite Element and Finite Volume Methods for Parabolic Problems Coupled through a Boundary", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "169--198", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140964059", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Ray:2015:BCC, author = "J. Ray and Z. Hou and M. Huang and K. Sargsyan and L. Swiler", title = "{Bayesian} Calibration of the Community Land Model Using Surrogates", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "199--233", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140957998", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Hooker:2015:CTE, author = "Giles Hooker and Kevin K. Lin and Bruce Rogers", title = "Control Theory and Experimental Design in Diffusion Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "234--264", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140962280", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Jarman:2015:ECC, author = "K. D. Jarman and A. M. Tartakovsky", title = "Erratum: {A Comparison of Closures for Stochastic Advection-Diffusion Equations}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "265--266", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140996483", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", note = "See \cite{Jarman:2013:CCS}.", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Giles:2015:MMC, author = "Michael B. Giles and Tigran Nagapetyan and Klaus Ritter", title = "Multilevel {Monte Carlo} Approximation of Distribution Functions and Densities", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "267--295", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140960086", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{vanWyk:2015:PLN, author = "Hans-Werner van Wyk and Max Gunzburger and John Burkhardt and Miroslav Stoyanov", title = "Power-Law Noises over General Spatial Domains and on Nonstandard Meshes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "296--319", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140985433", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Chen:2015:OLE, author = "Si Chen and Kristofer-Roy G. Reyes and Maneesh K. Gupta and Michael C. McAlpine and Warren B. Powell", title = "Optimal Learning in Experimental Design Using the Knowledge Gradient Policy with Application to Characterizing Nanoemulsion Stability", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "320--345", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140971129", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Sturlaugson:2015:SAC, author = "Liessman Sturlaugson and John W. Sheppard", title = "Sensitivity Analysis of Continuous Time {Bayesian} Network Reliability Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "346--369", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140953848", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Golchi:2015:MEC, author = "S. Golchi and D. R. Bingham and H. Chipman and D. A. Campbell", title = "Monotone Emulation of Computer Experiments", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "370--392", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140976741", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Kressner:2015:LRT, author = "Daniel Kressner and Rajesh Kumar and Fabio Nobile and Christine Tobler", title = "Low-Rank Tensor Approximation for High-Order Correlation Functions of {Gaussian} Random Fields", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "393--416", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140968938", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Banks:2015:APP, author = "H. T. Banks and Jared Catenacci and Shuhua Hu", title = "Asymptotic Properties of Probability Measure Estimators in a Nonparametric Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "417--433", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140972639", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Chaudhry:2015:PAI, author = "J. H. Chaudhry and D. Estep and V. Ginting and S. Tavener", title = "A Posteriori Analysis for Iterative Solvers for Nonautonomous Evolution Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "434--459", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130949403", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Belomestny:2015:MSB, author = "Denis Belomestny and Marcel Ladkau and John Schoenmakers", title = "Multilevel Simulation Based Policy Iteration for Optimal Stopping-Convergence and Complexity", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "460--483", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140958463", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Berry:2015:NUQ, author = "Tyrus Berry and John Harlim", title = "Nonparametric Uncertainty Quantification for Stochastic Gradient Flows", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "484--508", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/14097940X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Ullmann:2015:SLT, author = "Elisabeth Ullmann and Catherine E. Powell", title = "Solving Log-Transformed Random Diffusion Problems by Stochastic {Galerkin} Mixed Finite Element Methods", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "509--534", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/14100097X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Vollmer:2015:DIM, author = "Sebastian J. Vollmer", title = "Dimension-Independent {MCMC} Sampling for Inverse Problems with Non-{Gaussian} Priors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "535--561", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130929904", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Mahmood:2015:PBE, author = "Asif Mahmood and Robert L. Wolpert and E. Bruce Pitman", title = "A Physics-Based Emulator for the Simulation of Geophysical Mass Flows", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "562--585", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130909445", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Stark:2015:CVP, author = "Philip B. Stark", title = "Constraints versus Priors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "586--598", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130920721", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Staber:2015:ASL, author = "B. Staber and J. Guilleminot", title = "Approximate Solutions of {Lagrange} Multipliers for Information-Theoretic Random Field Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "599--621", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/14099574X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Benner:2015:LRS, author = "Peter Benner and Akwum Onwunta and Martin Stoll", title = "Low-Rank Solution of Unsteady Diffusion Equations with Stochastic Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "622--649", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130937251", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Charrier:2015:NAA, author = "Julia Charrier", title = "Numerical Analysis of the Advection-Diffusion of a Solute in Porous Media with Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "650--685", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130937457", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Regier:2015:MMU, author = "Jeffrey C. Regier and Philip B. Stark", title = "Mini-Minimax Uncertainty Quantification for Emulators", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "686--708", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130917909", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Mohamad:2015:PDE, author = "Mustafa A. Mohamad and Themistoklis P. Sapsis", title = "Probabilistic Description of Extreme Events in Intermittently Unstable Dynamical Systems Excited by Correlated Stochastic Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "709--736", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140978235", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Rao:2015:PEE, author = "Vishwas Rao and Adrian Sandu", title = "A Posteriori Error Estimates for the Solution of Variational Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "737--761", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140990036", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Kuehn:2015:NCS, author = "Christian Kuehn", title = "Numerical Continuation and {SPDE} Stability for the {$2$D} Cubic-Quintic {Allen--Cahn} Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "762--789", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140993685", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Feng:2015:ENM, author = "Xiaobing Feng and Junshan Lin and Cody Lorton", title = "An Efficient Numerical Method for Acoustic Wave Scattering in Random Media", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "790--822", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140958232", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Ernst:2015:AEP, author = "Oliver G. Ernst and Bj{\"o}rn Sprungk and Hans-J{\"o}rg Starkloff", title = "Analysis of the Ensemble and Polynomial Chaos {Kalman} Filters in {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "823--851", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140981319", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Ballani:2015:HTA, author = "Jonas Ballani and Lars Grasedyck", title = "Hierarchical Tensor Approximation of Output Quantities of Parameter-Dependent {PDEs}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "852--872", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140960980", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Wang:2015:PDF, author = "P. Wang and D. A. Barajas-Solano and E. Constantinescu and S. Abhyankar and D. Ghosh and B. F. Smith and Z. Huang and A. M. Tartakovsky", title = "Probabilistic Density Function Method for Stochastic {ODEs} of Power Systems with Uncertain Power Input", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "873--896", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130940050", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Chevreuil:2015:LSM, author = "M. Chevreuil and R. Lebrun and A. Nouy and P. Rai", title = "A Least-Squares Method for Sparse Low Rank Approximation of Multivariate Functions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "897--921", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/13091899X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Ullmann:2015:MER, author = "Elisabeth Ullmann and Iason Papaioannou", title = "Multilevel Estimation of Rare Events", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "922--953", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140992953", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Sinsbeck:2015:IDA, author = "Michael Sinsbeck and Daniel M. Tartakovsky", title = "Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multifidelity Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "954--968", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/141001743", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{DelMoral:2015:SMC, author = "Pierre {Del Moral} and Lawrence M. Murray", title = "Sequential {Monte Carlo} with Highly Informative Observations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "969--997", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1011214", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Hyvonen:2015:SGF, author = "N. Hyv{\"o}nen and M. Leinonen", title = "Stochastic {Galerkin} Finite Element Method with Local Conductivity Basis for Electrical Impedance Tomography", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "998--1019", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140999050", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Bryant:2015:EDA, author = "C. M. Bryant and S. Prudhomme and T. Wildey", title = "Error Decomposition and Adaptivity for Response Surface Approximations from {PDEs} with Parametric Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "1020--1045", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140962632", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Teckentrup:2015:MSC, author = "A. L. Teckentrup and P. Jantsch and C. G. Webster and M. Gunzburger", title = "A Multilevel Stochastic Collocation Method for Partial Differential Equations with Random Input Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "1046--1074", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140969002", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Dodwell:2015:HMM, author = "T. J. Dodwell and C. Ketelsen and R. Scheichl and A. L. Teckentrup", title = "A Hierarchical Multilevel {Markov} Chain {Monte Carlo} Algorithm with Applications to Uncertainty Quantification in Subsurface Flow", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "1075--1108", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130915005", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", note = "See erratum \cite{Dodwell:2019:EHM}.", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Dolgov:2015:PCE, author = "Sergey Dolgov and Boris N. Khoromskij and Alexander Litvinenko and Hermann G. Matthies", title = "Polynomial Chaos Expansion of Random Coefficients and the Solution of Stochastic Partial Differential Equations in the Tensor Train Format", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "1109--1135", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140972536", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Bardsley:2015:RTO, author = "Johnathan M. Bardsley and Aku Sepp{\"a}nen and Antti Solonen and Heikki Haario and Jari Kaipio", title = "Randomize-Then-Optimize for Sampling and Uncertainty Quantification in Electrical Impedance Tomography", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "1136--1158", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140978272", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Kovacs:2015:WCF, author = "Mih{\'a}ly Kov{\'a}cs and Felix Lindner and Ren{\'e} L. Schilling", title = "Weak Convergence of Finite Element Approximations of Linear Stochastic Evolution Equations with Additive {L{\'e}vy} Noise", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "1159--1199", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1009792", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Sanz-Alonso:2015:LTA, author = "Daniel Sanz-Alonso and Andrew M. Stuart", title = "Long-Time Asymptotics of the Filtering Distribution for Partially Observed Chaotic Dynamical Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "3", number = "1", pages = "1200--1220", month = "????", year = "2015", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140997336", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Tue Feb 9 07:58:29 MST 2016", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2015", } @Article{Wang:2016:ESC, author = "Xiaojing Wang and James O. Berger", title = "Estimating Shape Constrained Functions Using {Gaussian} Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1--25", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140955033", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Montagna:2016:CEN, author = "S. Montagna and S. T. Tokdar", title = "Computer Emulation with Nonstationary {Gaussian} Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "26--47", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/141001512", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Dick:2016:HOQ, author = "Josef Dick and Quoc T. {Le Gia} and Christoph Schwab", title = "Higher Order Quasi-{Monte Carlo} Integration for Holomorphic, Parametric Operator Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "48--79", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140985913", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Dupuis:2016:PSI, author = "Paul Dupuis and Markos A. Katsoulakis and Yannis Pantazis and Petr Plech{\'a}c", title = "Path-Space Information Bounds for Uncertainty Quantification and Sensitivity Analysis of Stochastic Dynamics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "80--111", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1025645", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Kang:2016:KAR, author = "Lulu Kang and V. Roshan Joseph", title = "Kernel Approximation: From Regression to Interpolation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "112--129", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130948112", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Rahman:2016:SI, author = "Sharif Rahman", title = "The $f$-Sensitivity Index", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "130--162", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140997774", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Sousedik:2016:ISI, author = "Bedrich Soused{\'\i}k and Howard C. Elman", title = "Inverse Subspace Iteration for Spectral Stochastic Finite Element Methods", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "163--189", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140999359", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Grigoriu:2016:MMM, author = "M. Grigoriu", title = "Microstructure Models and Material Response by Extreme Value Theory", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "190--217", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1006453", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Mittal:2016:FUP, author = "A. Mittal and X. Chen and C. H. Tong and G. Iaccarino", title = "A Flexible Uncertainty Propagation Framework for General Multiphysics Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "218--243", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140981411", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Vidal-Codina:2016:EIM, author = "F. Vidal-Codina and N. C. Nguyen and M. B. Giles and J. Peraire", title = "An Empirical Interpolation and Model-Variance Reduction Method for Computing Statistical Outputs of Parametrized Stochastic Partial Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "244--265", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1016783", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Wentworth:2016:PSV, author = "Mami T. Wentworth and Ralph C. Smith and H. T. Banks", title = "Parameter Selection and Verification Techniques Based on Global Sensitivity Analysis Illustrated for an {HIV} Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "266--297", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1008245", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Silvester:2016:OSL, author = "David Silvester and Pranjal", title = "An Optimal Solver for Linear Systems Arising from Stochastic {FEM} Approximation of Diffusion Equations with Random Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "298--311", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1017740", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Elfverson:2016:MMC, author = "Daniel Elfverson and Fredrik Hellman and Axel M{\aa}lqvist", title = "A Multilevel {Monte Carlo} Method for Computing Failure Probabilities", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "312--330", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140984294", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Ko:2016:AMQ, author = "Jordan Ko and Henry P. Wynn", title = "The Algebraic Method in Quadrature for Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "331--357", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140978612", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Bachouch:2016:ERM, author = "Achref Bachouch and Emmanuel Gobet and Anis Matoussi", title = "Empirical Regression Method for Backward Doubly Stochastic Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "358--379", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1022094", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Manzoni:2016:ASB, author = "A. Manzoni and S. Pagani and T. Lassila", title = "Accurate Solution of {Bayesian} Inverse Uncertainty Quantification Problems Combining Reduced Basis Methods and Reduction Error Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "380--412", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140995817", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Bao:2016:FOS, author = "Feng Bao and Yanzhao Cao and Amnon Meir and Weidong Zhao", title = "A First Order Scheme for Backward Doubly Stochastic Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "413--445", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/14095546X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Berlyand:2016:CRM, author = "Leonid Berlyand and Pierre-Emmanuel Jabin and Mykhailo Potomkin", title = "Complexity Reduction in Many Particle Systems with Random Initial Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "446--474", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140969786", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Barajas-Solano:2016:SCM, author = "David A. Barajas-Solano and Daniel M. Tartakovsky", title = "Stochastic Collocation Methods for Nonlinear Parabolic Equations with Random Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "475--494", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130930108", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Oughton:2016:HEM, author = "Rachel H. Oughton and Peter S. Craig", title = "Hierarchical Emulation: a Method for Modeling and Comparing Nested Simulators", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "495--519", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1007914", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Harbrecht:2016:MAQ, author = "Helmut Harbrecht and Michael Peters and Markus Siebenmorgen", title = "Multilevel Accelerated Quadrature for {PDEs} with Log-Normally Distributed Diffusion Coefficient", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "520--551", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130931953", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Mishra:2016:NSS, author = "Siddhartha Mishra and Nils Henrik Risebro and Christoph Schwab and Svetlana Tokareva", title = "Numerical Solution of Scalar Conservation Laws with Random Flux Functions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "552--591", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/120896967", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Chustagulprom:2016:HET, author = "Nawinda Chustagulprom and Sebastian Reich and Maria Reinhardt", title = "A Hybrid Ensemble Transform Particle Filter for Nonlinear and Spatially Extended Dynamical Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "592--608", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1040967", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Ozen:2016:DPC, author = "H. Cagan Ozen and Guillaume Bal", title = "Dynamical Polynomial Chaos Expansions and Long Time Evolution of Differential Equations with Random Forcing", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "609--635", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1019167", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Nanty:2016:SMS, author = "Simon Nanty and C{\'e}line Helbert and Amandine Marrel and Nadia P{\'e}rot and Cl{\'e}mentine Prieur", title = "Sampling, Metamodeling, and Sensitivity Analysis of Numerical Simulators with Functional Stochastic Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "636--659", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1033319", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Das:2016:PAD, author = "Sonjoy Das and Sourish Chakravarty", title = "Predictive Algorithm for Detection of Microcracks from Macroscale Observables", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "660--707", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1037275", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{DeLozzo:2016:EDB, author = "Matthias {De Lozzo} and Amandine Marrel", title = "Estimation of the Derivative-Based Global Sensitivity Measures Using a {Gaussian} Process Metamodel", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "708--738", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1013377", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Beck:2016:SDM, author = "Joakim Beck and Serge Guillas", title = "Sequential Design with {Mutual Information for Computer Experiments (MICE)}: Emulation of a Tsunami Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "739--766", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140989613", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Tuo:2016:TFC, author = "Rui Tuo and C. F. Jeff Wu", title = "A Theoretical Framework for Calibration in Computer Models: Parametrization, Estimation and Convergence Properties", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "767--795", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/151005841", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Gorodetsky:2016:MKI, author = "Alex Gorodetsky and Youssef Marzouk", title = "{Mercer} Kernels and Integrated Variance Experimental Design: Connections Between {Gaussian} Process Regression and Polynomial Approximation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "796--828", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1017119", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Capistran:2016:BAO, author = "Marcos A. Capistr{\'a}n and J. Andr{\'e}s Christen and Sophie Donnet", title = "{Bayesian} Analysis of {ODEs}: Solver Optimal Accuracy and {Bayes} Factors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "829--849", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140976777", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Azzimonti:2016:QUE, author = "Dario Azzimonti and Julien Bect and Cl{\'e}ment Chevalier and David Ginsbourger", title = "Quantifying Uncertainties on Excursion Sets Under a {Gaussian} Random Field Prior", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "850--874", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/141000749", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Frenklach:2016:CSD, author = "Michael Frenklach and Andrew Packard and Gonzalo Garcia-Donato and Rui Paulo and Jerome Sacks", title = "Comparison of Statistical and Deterministic Frameworks of Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "875--901", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1019131", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Berliner:2016:FMM, author = "L. Mark Berliner and Jenn{\'y} Brynjarsd{\'o}ttir", title = "A Framework for Multi-Model Ensembling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "902--923", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130928339", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Bergou:2016:LMM, author = "E. Bergou and S. Gratton and L. N. Vicente", title = "{Levenberg--Marquardt} Methods Based on Probabilistic Gradient Models and Inexact Subproblem Solution, with Application to Data Assimilation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "924--951", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140974687", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Romer:2016:SMR, author = "Ulrich R{\"o}mer and Sebastian Sch{\"o}ps and Thomas Weiland", title = "Stochastic Modeling and Regularity of the Nonlinear Elliptic curl--curl Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "952--979", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1026535", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Despres:2016:UPI, author = "Bruno Despres and Benoit Perthame", title = "Uncertainty Propagation; Intrusive Kinetic Formulations of Scalar Conservation Laws", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "980--1013", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1018861", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Padonou:2016:PGP, author = "Esperan Padonou and Olivier Roustant", title = "Polar {Gaussian} Processes and Experimental Designs in Circular Domains", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1014--1033", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1032740", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Kunoth:2016:SAT, author = "Angela Kunoth and Christoph Schwab", title = "Sparse Adaptive Tensor {Galerkin} Approximations of Stochastic {PDE}-Constrained Control Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1034--1059", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1041390", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Song:2016:SEG, author = "Eunhye Song and Barry L. Nelson and Jeremy Staum", title = "{Shapley} Effects for Global Sensitivity Analysis: Theory and Computation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1060--1083", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1048070", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Malenova:2016:SSC, author = "G. Malenova and M. Motamed and O. Runborg and R. Tempone", title = "A Sparse Stochastic Collocation Technique for High-Frequency Wave Propagation with Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1084--1110", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1029230", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Galindo:2016:ASC, author = "D. Galindo and P. Jantsch and C. G. Webster and G. Zhang", title = "Accelerating Stochastic Collocation Methods for Partial Differential Equations with Random Input Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1111--1137", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1019568", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Fohring:2016:AOE, author = "J. Fohring and E. Haber", title = "Adaptive {$A$}-Optimal Experimental Design for Linear Dynamical Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1138--1159", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1034738", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Parno:2016:MSB, author = "Matthew Parno and Tarek Moselhy and Youssef Marzouk", title = "A Multiscale Strategy for {Bayesian} Inference Using Transport Maps", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1160--1190", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1032478", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Fox:2016:FSL, author = "Colin Fox and Richard A. Norton", title = "Fast Sampling in a Linear-{Gaussian} Inverse Problem", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1191--1218", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1029527", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Eigel:2016:AMM, author = "Martin Eigel and Christian Merdon and Johannes Neumann", title = "An Adaptive Multilevel {Monte Carlo} Method with Stochastic Bounds for Quantities of Interest with Uncertain Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1219--1245", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1016448", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Geiersbach:2016:OAF, author = "Caroline Geiersbach and Clemens Heitzinger and Gerhard Tulzer", title = "Optimal Approximation of the First-Order Corrector in Multiscale Stochastic Elliptic {PDE}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1246--1262", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M106011X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Bao:2016:IRS, author = "Gang Bao and Chuchu Chen and Peijun Li", title = "Inverse Random Source Scattering Problems in Several Dimensions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1263--1287", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1067470", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Wang:2016:EGT, author = "Ting Wang and Muruhan Rathinam", title = "Efficiency of the {Girsanov} Transformation Approach for Parametric Sensitivity Analysis of Stochastic Chemical Kinetics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1288--1322", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140998111", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Bowman:2016:EMS, author = "Veronica E. Bowman and David C. Woods", title = "Emulation of Multivariate Simulators Using Thin-Plate Splines with Application to Atmospheric Dispersion", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1323--1344", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140970148", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Laszlo:2016:CEP, author = "Andr{\'a}s L{\'a}szl{\'o}", title = "Convergence and Error Propagation Results on a Linear Iterative Unfolding Method", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1345--1371", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1035744", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Eigel:2016:LEE, author = "Martin Eigel and Christian Merdon", title = "Local Equilibration Error Estimators for Guaranteed Error Control in Adaptive Stochastic Higher-Order {Galerkin} Finite Element Methods", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1372--1397", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M102188X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Jiang:2016:GOR, author = "Jiahua Jiang and Yanlai Chen and Akil Narayan", title = "A Goal-Oriented Reduced Basis Methods-Accelerated Generalized Polynomial Chaos Algorithm", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "4", number = "1", pages = "1398--1420", month = "????", year = "2016", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1055736", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Mon Mar 13 14:02:48 MDT 2017", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2016", } @Article{Binev:2017:DAR, author = "Peter Binev and Albert Cohen and Wolfgang Dahmen and Ronald DeVore and Guergana Petrova and Przemyslaw Wojtaszczyk", title = "Data Assimilation in Reduced Modeling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1--29", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1025384", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Tsilifis:2017:EBE, author = "Panagiotis Tsilifis and Roger G. Ghanem and Paris Hajali", title = "Efficient {Bayesian} Experimentation Using an Expected Information Gain Lower Bound", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "30--62", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1043303", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{vanAckooij:2017:SGF, author = "Wim van Ackooij and R. Henrion", title = "{(Sub-)Gradient} Formulae for Probability Functions of Random Inequality Systems under {Gaussian} Distribution", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "63--87", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1061308", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Iolov:2017:ODE, author = "Alexandre Iolov and Susanne Ditlevsen and Andr{\'e} Longtin", title = "Optimal Design for Estimation in Diffusion Processes from First Hitting Times", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "88--110", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1060376", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Griebel:2017:RKH, author = "Michael Griebel and Christian Rieger", title = "Reproducing Kernel {Hilbert} Spaces for Parametric Partial Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "111--137", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1026870", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Xu:2017:MLE, author = "Wanting Xu and Michael L. Stein", title = "Maximum Likelihood Estimation for a Smooth {Gaussian} Random Field Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "138--175", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M105358X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Soize:2017:OPT, author = "C. Soize", title = "Optimal Partition in Terms of Independent Random Vectors of Any Non-{Gaussian} Vector Defined by a Set of Realizations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "176--211", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1062223", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Hu:2017:SDR, author = "Ruimeng Hu and Mike Ludkovski", title = "Sequential Design for Ranking Response Surfaces", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "212--239", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1045168", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Wallstrom:2017:AMI, author = "Timothy C. Wallstrom", title = "On the Application of {McDiarmid}'s Inequality to Complex Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "240--245", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/130933125", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Du:2017:RAC, author = "Hailiang Du and Leonard A. Smith", title = "Rising Above Chaotic Likelihoods", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "246--258", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/140988784", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Oliver:2017:MRM, author = "Dean S. Oliver", title = "{Metropolized} Randomized Maximum Likelihood for Improved Sampling from Multimodal Distributions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "259--277", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1033320", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Vermiglio:2017:PCE, author = "Rossana Vermiglio", title = "Polynomial Chaos Expansions for the Stability Analysis of Uncertain Delay Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "278--303", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1029618", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Bocquet:2017:DKF, author = "Marc Bocquet and Karthik S. Gurumoorthy and Amit Apte and Alberto Carrassi and Colin Grudzien and Christopher K. R. T. Jones", title = "Degenerate {Kalman} Filter Error Covariances and Their Convergence onto the Unstable Subspace", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "304--333", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1068712", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Liu:2017:QAG, author = "Dishi Liu and Alexander Litvinenko and Claudia Schillings and Volker Schulz", title = "Quantification of Airfoil Geometry-Induced Aerodynamic Uncertainties --- Comparison of Approaches", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "334--352", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1050239", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Ibrahima:2017:MDS, author = "Fayadhoi Ibrahima and Hamdi A. Tchelepi", title = "Multipoint Distribution of Saturation for Stochastic Nonlinear Two-Phase Transport", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "353--377", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1096244", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Jimenez:2017:NPC, author = "M. Navarro Jimenez and O. P. {Le Ma{\^\i}tre} and O. M. Knio", title = "Nonintrusive Polynomial Chaos Expansions for Sensitivity Analysis in Stochastic Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "378--402", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1061989", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Owen:2017:CSB, author = "N. E. Owen and P. Challenor and P. P. Menon and S. Bennani", title = "Comparison of Surrogate-Based Uncertainty Quantification Methods for Computationally Expensive Simulators", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "403--435", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1046812", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Hosseini:2017:WPBa, author = "Bamdad Hosseini and Nilima Nigam", title = "Well-Posed {Bayesian} Inverse Problems: Priors with Exponential Tails", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "436--465", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1076824", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Ali:2017:MMC, author = "Ahmad Ahmad Ali and Elisabeth Ullmann and Michael Hinze", title = "Multilevel {Monte Carlo} Analysis for Optimal Control of Elliptic {PDEs} with Random Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "466--492", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M109870X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Scheichl:2017:QMC, author = "R. Scheichl and A. M. Stuart and A. L. Teckentrup", title = "Quasi-{Monte Carlo} and Multilevel {Monte Carlo} Methods for Computing Posterior Expectations in Elliptic Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "493--518", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1061692", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Su:2017:SIS, author = "Chen Su and Xuemin Tu", title = "Sequential Implicit Sampling Methods for {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "519--539", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1044035", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Mai:2017:SMO, author = "Chu V. Mai and Bruno Sudret", title = "Surrogate Models for Oscillatory Systems Using Sparse Polynomial Chaos Expansions and Stochastic Time Warping", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "540--571", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1083621", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Stanhope:2017:RSI, author = "S. Stanhope and J. E. Rubin and D. Swigon", title = "Robustness of Solutions of the Inverse Problem for Linear Dynamical Systems with Uncertain Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "572--597", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1062466", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Chen:2017:FCS, author = "Hao Chen and Jason L. Loeppky and William J. Welch", title = "Flexible Correlation Structure for Accurate Prediction and Uncertainty Quantification in {Bayesian} {Gaussian} Process Emulation of a Computer Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "598--620", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1008774", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Zhou:2017:HAM, author = "Qingping Zhou and Zixi Hu and Zhewei Yao and Jinglai Li", title = "A Hybrid Adaptive {MCMC} Algorithm in Function Spaces", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "621--639", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1082950", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Sinsbeck:2017:SDC, author = "Michael Sinsbeck and Wolfgang Nowak", title = "Sequential Design of Computer Experiments for the Solution of {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "640--664", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1047659", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Callahan:2017:BML, author = "Margaret Callahan and Daniela Calvetti and Erkki Somersalo", title = "Beyond the Model Limit: Parameter Inference Across Scales", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "665--693", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M105505X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Andrianakis:2017:EHM, author = "Ioannis Andrianakis and Nicky McCreesh and Ian Vernon and Trevelyan J. McKinley and Jeremy E. Oakley and Rebecca N. Nsubuga and Michael Goldstein and Richard G. White", title = "Efficient History Matching of a High Dimensional Individual-Based {HIV} Transmission Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "694--719", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1093008", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Abdulle:2017:SMM, author = "A. Abdulle and G. A. Pavliotis and U. Vaes", title = "Spectral Methods for Multiscale Stochastic Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "720--761", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1094117", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Bect:2017:BSS, author = "Julien Bect and Ling Li and Emmanuel Vazquez", title = "{Bayesian} Subset Simulation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "762--786", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1078276", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Liu:2017:DRG, author = "Xiaoyu Liu and Serge Guillas", title = "Dimension Reduction for {Gaussian} Process Emulation: an Application to the Influence of Bathymetry on Tsunami Heights", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "787--812", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1090648", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Chen:2017:RBM, author = "Peng Chen and Alfio Quarteroni and Gianluigi Rozza", title = "Reduced Basis Methods for Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "813--869", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/151004550", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Cesmelioglu:2017:PBK, author = "A. Cesmelioglu and M. Song and D. Drignei", title = "Physics-Based Kriging Surrogates for a Class of Finite Element Codes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "870--889", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1092489", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Pagani:2017:ESP, author = "Stefano Pagani and Andrea Manzoni and Alfio Quarteroni", title = "Efficient State\slash Parameter Estimation in Nonlinear Unsteady {PDEs} by a Reduced Basis Ensemble {Kalman} Filter", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "890--921", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1078598", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Grigoriu:2017:ESR, author = "M. Grigoriu", title = "Estimates of System Response Maxima by Extreme Value Theory and Surrogate Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "922--955", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1114223", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Hobbs:2017:SBU, author = "Jonathan Hobbs and Amy Braverman and Noel Cressie and Robert Granat and Michael Gunson", title = "Simulation-Based Uncertainty Quantification for Estimating Atmospheric {CO$_2$} from Satellite Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "956--985", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1060765", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Owen:2017:SVM, author = "Art B. Owen and Cl{\'e}mentine Prieur", title = "On {Shapley} Value for Measuring Importance of Dependent Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "986--1002", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1097717", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Seshadri:2017:ESQ, author = "Pranay Seshadri and Akil Narayan and Sankaran Mahadevan", title = "Effectively Subsampled Quadratures for Least Squares Polynomial Approximations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1003--1023", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1057668", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Hosseini:2017:WPBb, author = "Bamdad Hosseini", title = "Well-Posed {Bayesian} Inverse Problems with Infinitely Divisible and Heavy-Tailed Prior Measures", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1024--1060", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1096372", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Fajraoui:2017:SDE, author = "Noura Fajraoui and Stefano Marelli and Bruno Sudret", title = "Sequential Design of Experiment for Sparse Polynomial Chaos Expansions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1061--1085", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1103488", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{BenSalem:2017:UPD, author = "Malek {Ben Salem} and Olivier Roustant and Fabrice Gamboa and Lionel Tomaso", title = "Universal Prediction Distribution for Surrogate Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1086--1109", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1053529", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Park:2017:SRT, author = "M. Park and M. V. Tretyakov", title = "Stochastic Resin Transfer Molding Process", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1110--1135", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1096578", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Lu:2017:GAP, author = "Yulong Lu and Andrew Stuart and Hendrik Weber", title = "{Gaussian} Approximations for Probability Measures on {$ R^d $}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1136--1165", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1105384", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Alexanderian:2017:MVR, author = "Alen Alexanderian and Noemi Petra and Georg Stadler and Omar Ghattas", title = "Mean-Variance Risk-Averse Optimal Control of Systems Governed by {PDEs} with Random Parameter Fields Using Quadratic Approximations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1166--1192", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M106306X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Li:2017:URL, author = "Qin Li and Li Wang", title = "Uniform Regularity for Linear Kinetic Equations with Random Input Based on Hypocoercivity", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1193--1219", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1106675", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Papanicolaou:2017:DRS, author = "Andrew Papanicolaou and Konstantinos Spiliopoulos", title = "Dimension Reduction in Statistical Estimation of Partially Observed Multiscale Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1220--1247", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1085930", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Newsum:2017:ERB, author = "Craig J. Newsum and Catherine E. Powell", title = "Efficient Reduced Basis Methods for Saddle Point Problems with Applications in Groundwater Flow", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1248--1278", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1108856", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Huang:2017:NMS, author = "Ya-Ting Huang and James Glimm", title = "A Novel Methodology of Stochastic Short Term Forecasting of Cloud Boundaries", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "5", number = "1", pages = "1279--1294", month = "????", year = "2017", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1092854", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Jan 12 06:19:07 MST 2018", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2017", } @Article{Bousquet:2018:ALS, author = "N. Bousquet and T. Klein and V. Moutoussamy", title = "Approximation of Limit State Surfaces in Monotonic {Monte Carlo} Settings, with Applications to Classification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "1--33", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1015091", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Hu:2018:BIFa, author = "Grace X. Hu and David R. Kuipers and Yong Zeng", title = "{Bayesian} Inference via Filtering Equations for Ultrahigh Frequency Data ({I}): Model and Estimation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "34--60", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1094762", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Hu:2018:BIFb, author = "Grace X. Hu and David R. Kuipers and Yong Zeng", title = "{Bayesian} Inference via Filtering Equations for Ultrahigh Frequency Data ({II}): Model Selection", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "61--86", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1094774", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{DElia:2018:EGS, author = "M. D'Elia and H. C. Edwards and J. Hu and E. Phipps and S. Rajamanickam", title = "Ensemble Grouping Strategies for Embedded Stochastic Collocation Methods Applied to Anisotropic Diffusion Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "87--117", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1066324", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Rim:2018:TRM, author = "Donsub Rim and Scott Moe and Randall J. LeVeque", title = "Transport Reversal for Model Reduction of Hyperbolic Partial Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "118--150", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1113679", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Damblin:2018:AND, author = "Guillaume Damblin and Pierre Barbillon and Merlin Keller and Alberto Pasanisi and {\'E}ric Parent", title = "Adaptive Numerical Designs for the Calibration of Computer Codes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "151--179", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1033162", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Barajas-Solano:2018:PCD, author = "David A. Barajas-Solano and Alexandre M. Tartakovsky", title = "Probability and Cumulative Density Function Methods for the Stochastic Advection--Reaction Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "180--212", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1109163", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Heitzinger:2018:CFM, author = "Clemens Heitzinger and Gudmund Pammer and Stefan Rigger", title = "Cubature Formulas for Multisymmetric Functions and Applications to Stochastic Partial Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "213--242", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1125418", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Bespalov:2018:EAA, author = "Alex Bespalov and Leonardo Rocchi", title = "Efficient Adaptive Algorithms for Elliptic {PDEs} with Random Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "243--272", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1139928", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Tipireddy:2018:SBA, author = "R. Tipireddy and P. Stinis and A. M. Tartakovsky", title = "Stochastic Basis Adaptation and Spatial Domain Decomposition for Partial Differential Equations with Random Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "273--301", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1097134", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Nane:2018:ASI, author = "Erkan Nane and Nguyen Huy Tuan", title = "Approximate Solutions of Inverse Problems for Nonlinear Space Fractional Diffusion Equations with Randomly Perturbed Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "302--338", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1111139", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Conrad:2018:PLA, author = "Patrick R. Conrad and Andrew D. Davis and Youssef M. Marzouk and Natesh S. Pillai and Aaron Smith", title = "Parallel Local Approximation {MCMC} for Expensive Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "339--373", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1084080", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Lee:2018:SLS, author = "Kookjin Lee and Kevin Carlberg and Howard C. Elman", title = "Stochastic Least-Squares {Petrov--Galerkin} Method for Parameterized Linear Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "374--396", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1110729", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Borgonovo:2018:FAM, author = "Emanuele Borgonovo and Max D. Morris and Elmar Plischke", title = "Functional {ANOVA} with Multiple Distributions: Implications for the Sensitivity Analysis of Computer Experiments", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "1", pages = "397--427", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1088545", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:44 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Hegde:2018:CAM, author = "Arun Hegde and Wenyu Li and James Oreluk and Andrew Packard and Michael Frenklach", title = "Consistency Analysis for Massively Inconsistent Datasets in Bound-to-Bound Data Collaboration", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "429--456", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1110005", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Morrison:2018:RMI, author = "Rebecca E. Morrison and Todd A. Oliver and Robert D. Moser", title = "Representing Model Inadequacy: a Stochastic Operator Approach", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "457--496", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1106419", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Haaland:2018:FCS, author = "Benjamin Haaland and Wenjia Wang and Vaibhav Maheshwari", title = "A Framework for Controlling Sources of Inaccuracy in {Gaussian} Process Emulation of Deterministic Computer Experiments", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "497--521", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1131210", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Gamboa:2018:SAB, author = "Fabrice Gamboa and Thierry Klein and Agn{\`e}s Lagnoux", title = "Sensitivity Analysis Based on {Cram{\'e}r--von Mises} Distance", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "522--548", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/15M1025621", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Thorbergsson:2018:EDP, author = "Leifur Thorbergsson and Giles Hooker", title = "Experimental Design for Partially Observed {Markov} Decision Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "549--567", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1084924", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Bertozzi:2018:UQG, author = "Andrea L. Bertozzi and Xiyang Luo and Andrew M. Stuart and Konstantinos C. Zygalakis", title = "Uncertainty Quantification in Graph-Based Classification of High Dimensional Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "568--595", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1134214", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Durante:2018:SGM, author = "Joseph Durante and Raj Patel and Warren B. Powell", title = "Scenario Generation Methods that Replicate Crossing Times in Spatially Distributed Stochastic Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "596--626", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1120555", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{He:2018:IIG, author = "Xu He and Peter Chien", title = "On the Instability Issue of Gradient-Enhanced {Gaussian} Process Emulators for Computer Experiments", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "627--644", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1088247", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Parno:2018:TMA, author = "Matthew D. Parno and Youssef M. Marzouk", title = "Transport Map Accelerated {Markov Chain Monte Carlo}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "645--682", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1134640", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Qian:2018:MMC, author = "E. Qian and B. Peherstorfer and D. O'Malley and V. V. Vesselinov and K. Willcox", title = "Multifidelity {Monte Carlo} Estimation of Variance and Sensitivity Indices", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "683--706", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1151006", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Gantner:2018:HOQ, author = "R. N. Gantner and M. D. Peters", title = "Higher-Order Quasi-{Monte Carlo} for {Bayesian} Shape Inversion", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "707--736", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1096116", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Peherstorfer:2018:MPC, author = "Benjamin Peherstorfer and Boris Kramer and Karen Willcox", title = "Multifidelity Preconditioning of the Cross-Entropy Method for Rare Event Simulation and Failure Probability Estimation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "737--761", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1122992", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Beskos:2018:MSM, author = "Alexandros Beskos and Ajay Jasra and Kody Law and Youssef Marzouk and Yan Zhou", title = "Multilevel Sequential {Monte Carlo} with Dimension-Independent Likelihood-Informed Proposals", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "762--786", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1120993", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Kouri:2018:EOC, author = "D. P. Kouri and T. M. Surowiec", title = "Existence and Optimality Conditions for Risk-Averse {PDE}-Constrained Optimization", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "787--815", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1086613", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", note = "See corrigendum \cite{Kouri:2022:CEO}.", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Rahman:2018:MPP, author = "Sharif Rahman", title = "Mathematical Properties of Polynomial Dimensional Decomposition", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "816--844", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1109382", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Houssineau:2018:SFC, author = "Jeremie Houssineau and Adrian N. Bishop", title = "Smoothing and Filtering with a Class of Outer Measures", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "845--866", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1124383", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Sanz-Alonso:2018:ISN, author = "Daniel Sanz-Alonso", title = "Importance Sampling and Necessary Sample Size: an Information Theory Approach", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "867--879", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1093549", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Shulkind:2018:EDN, author = "Gal Shulkind and Lior Horesh and Haim Avron", title = "Experimental Design for Nonparametric Correction of Misspecified Dynamical Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "880--906", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1128435", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Huan:2018:CSC, author = "Xun Huan and Cosmin Safta and Khachik Sargsyan and Zachary P. Vane and Guilhem Lacaze and Joseph C. Oefelein and Habib N. Najm", title = "Compressive Sensing with Cross-Validation and Stop-Sampling for Sparse Polynomial Chaos Expansions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "907--936", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1141096", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Abdulle:2018:OES, author = "Assyr Abdulle and Ibrahim Almuslimani and Gilles Vilmart", title = "Optimal Explicit Stabilized Integrator of Weak Order 1 for Stiff and Ergodic Stochastic Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "937--964", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1145859", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Benner:2018:LRE, author = "Peter Benner and Yue Qiu and Martin Stoll", title = "Low-Rank Eigenvector Compression of Posterior Covariance Matrices for Linear {Gaussian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "2", pages = "965--989", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1121342", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:46 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Marmin:2018:WGP, author = "S{\'e}bastien Marmin and David Ginsbourger and Jean Baccou and Jacques Liandrat", title = "Warped {Gaussian} Processes and Derivative-Based Sequential Designs for Functions with Heterogeneous Variations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "991--1018", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1129179", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Heitzinger:2018:EUC, author = "Clemens Heitzinger and Michael Leum{\"u}ller and Gudmund Pammer and Stefan Rigger", title = "Existence, Uniqueness, and a Comparison of Nonintrusive Methods for the Stochastic Nonlinear {Poisson--Boltzmann} Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1019--1042", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1127375", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Blanchard:2018:OAE, author = "Gilles Blanchard and Marc Hoffmann and Markus Rei{\ss}", title = "Optimal Adaptation for Early Stopping in Statistical Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1043--1075", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1154096", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Brown:2018:LRI, author = "D. Andrew Brown and Arvind Saibaba and Sarah Vall{\'e}lian", title = "Low-Rank Independence Samplers in Hierarchical {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1076--1100", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1137218", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Binev:2018:GAO, author = "Peter Binev and Albert Cohen and Olga Mula and James Nichols", title = "Greedy Algorithms for Optimal Measurements Selection in State Estimation Using Reduced Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1101--1126", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1157635", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Chaudhry:2018:EDE, author = "Jehanzeb H. Chaudhry and Nathanial Burch and Donald Estep", title = "Efficient Distribution Estimation and Uncertainty Quantification for Elliptic Problems on Domains with Stochastic Boundaries", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1127--1150", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M112230X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Kyzyurova:2018:CCM, author = "Ksenia N. Kyzyurova and James O. Berger and Robert L. Wolpert", title = "Coupling Computer Models through Linking Their Statistical Emulators", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1151--1171", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1157702", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Ballester-Ripoll:2018:TAA, author = "Rafael Ballester-Ripoll and Enrique G. Paredes and Renato Pajarola", title = "Tensor Algorithms for Advanced Sensitivity Metrics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1172--1197", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1160252", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Chen:2018:RAE, author = "Nan Chen and Andrew J. Majda and Xin T. Tong", title = "Rigorous Analysis for Efficient Statistically Accurate Algorithms for Solving {Fokker--Planck} Equations in Large Dimensions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1198--1223", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1142004", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Lopez-Lopera:2018:FDG, author = "Andr{\'e}s F. L{\'o}pez-Lopera and Fran{\c{c}}ois Bachoc and Nicolas Durrande and Olivier Roustant", title = "Finite-Dimensional {Gaussian} Approximation with Linear Inequality Constraints", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1224--1255", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1153157", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Krumscheid:2018:MMC, author = "S. Krumscheid and F. Nobile", title = "Multilevel {Monte Carlo} Approximation of Functions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "3", pages = "1256--1293", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1135566", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:48 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Kamilis:2018:UQL, author = "Dimitris Kamilis and Nick Polydorides", title = "Uncertainty Quantification for Low-Frequency, Time-Harmonic {Maxwell} Equations with Stochastic Conductivity Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1295--1334", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1156010", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Grudzien:2018:AFU, author = "Colin Grudzien and Alberto Carrassi and Marc Bocquet", title = "Asymptotic Forecast Uncertainty and the Unstable Subspace in the Presence of Additive Model Error", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1335--1363", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M114073X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Hall:2018:RID, author = "Eric Joseph Hall and Markos A. Katsoulakis", title = "Robust Information Divergences for Model-Form Uncertainty Arising from Sparse Data in Random {PDE}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1364--1394", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1143344", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Heinkenschloss:2018:CVR, author = "Matthias Heinkenschloss and Boris Kramer and Timur Takhtaganov and Karen Willcox", title = "Conditional-Value-at-Risk Estimation via Reduced-Order Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1395--1423", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1160069", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Adcock:2018:CSS, author = "Ben Adcock and Anyi Bao and John D. Jakeman and Akil Narayan", title = "Compressed Sensing with Sparse Corruptions: Fault-Tolerant Sparse Collocation Approximations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1424--1453", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M112590X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Giles:2018:MEE, author = "Michael B. Giles and Francisco Bernal", title = "Multilevel Estimation of Expected Exit Times and Other Functionals of Stopped Diffusions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1454--1474", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1116660", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Torlo:2018:SWR, author = "Davide Torlo and Francesco Ballarin and Gianluigi Rozza", title = "Stabilized Weighted Reduced Basis Methods for Parametrized Advection Dominated Problems with Random Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1475--1502", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1163517", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Rim:2018:DIU, author = "Donsub Rim and Kyle T. Mandli", title = "Displacement Interpolation Using Monotone Rearrangement", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1503--1531", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1168315", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Yang:2018:SIR, author = "Xiu Yang and Weixuan Li and Alexandre Tartakovsky", title = "{Sliced-Inverse-Regression--Aided} Rotated Compressive Sensing Method for Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1532--1554", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1148955", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Gu:2018:SGS, author = "Mengyang Gu and Long Wang", title = "Scaled {Gaussian} Stochastic Process for Computer Model Calibration and Prediction", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1555--1583", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1159890", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Morris:2018:DFM, author = "Max D. Morris", title = "Decomposing Functional Model Inputs for Variance-Based Sensitivity Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1584--1599", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1173058", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Lie:2018:RFM, author = "H. C. Lie and T. J. Sullivan and A. L. Teckentrup", title = "Random Forward Models and Log-Likelihoods in {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1600--1629", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1166523", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Croci:2018:EWN, author = "M. Croci and M. B. Giles and M. E. Rognes and P. E. Farrell", title = "Efficient White Noise Sampling and Coupling for Multilevel {Monte Carlo} with Nonnested Meshes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1630--1655", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1175239", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Djurdjevac:2018:ESF, author = "Ana Djurdjevac and Charles M. Elliott and Ralf Kornhuber and Thomas Ranner", title = "Evolving Surface Finite Element Methods for Random Advection--Diffusion Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1656--1684", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1149547", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Fadikar:2018:CSA, author = "Arindam Fadikar and Dave Higdon and Jiangzhuo Chen and Bryan Lewis and Srinivasan Venkatramanan and Madhav Marathe", title = "Calibrating a Stochastic, Agent-Based Model Using Quantile-Based Emulation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1685--1706", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1161233", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Barth:2018:SEP, author = "Andrea Barth and Andreas Stein", title = "A Study of Elliptic Partial Differential Equations with Jump Diffusion Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1707--1743", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1148888", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Lee:2018:IMS, author = "Kookjin Lee and Bedrich Soused{\'\i}k", title = "Inexact Methods for Symmetric Stochastic Eigenvalue Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "6", number = "4", pages = "1744--1776", month = "????", year = "2018", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1176026", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:51 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2018", } @Article{Cerou:2019:ANA, author = "Fr{\'e}d{\'e}ric C{\'e}rou and Bernard Delyon and Arnaud Guyader and Mathias Rousset", title = "On the Asymptotic Normality of Adaptive Multilevel Splitting", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "1--30", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1187477", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Xu:2019:MPC, author = "Wanting Xu and Michael L. Stein and Ian Wisher", title = "Modeling and Predicting Chaotic Circuit Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "31--52", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1142387", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Lee:2019:MAS, author = "Minyong R. Lee", title = "Modified Active Subspaces Using the Average of Gradients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "53--66", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1140662", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Hart:2019:GSA, author = "Joseph L. Hart and Julie Bessac and Emil M. Constantinescu", title = "Global Sensitivity Analysis for Statistical Model Parameters", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "67--92", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1161397", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Detommaso:2019:CLM, author = "Gianluca Detommaso and Tim Dodwell and Rob Scheichl", title = "Continuous Level {Monte Carlo} and Sample-Adaptive Model Hierarchies", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "93--116", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1172259", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Coleman:2019:GFC, author = "Kayla D. Coleman and Allison Lewis and Ralph C. Smith and Brian Williams and Max Morris and Bassam Khuwaileh", title = "Gradient-Free Construction of Active Subspaces for Dimension Reduction in Complex Models with Applications to Neutronics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "117--142", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1075119", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Yamada:2019:SOD, author = "Toshihiro Yamada and Kenta Yamamoto", title = "Second Order Discretization of {Bismut--Elworthy--Li} Formula: Application to Sensitivity Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "143--173", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1142399", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{VanBarel:2019:ROP, author = "Andreas {Van Barel} and Stefan Vandewalle", title = "Robust Optimization of {PDEs} with Random Coefficients Using a Multilevel {Monte Carlo} Method", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "174--202", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1155892", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Perry:2019:ASH, author = "Daniel J. Perry and Robert M. Kirby and Akil Narayan and Ross T. Whitaker", title = "Allocation Strategies for High Fidelity Models in the Multifidelity Regime", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "203--231", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1144714", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{delRosario:2019:LVD, author = "Zachary del Rosario and Minyong Lee and Gianluca Iaccarino", title = "Lurking Variable Detection via Dimensional Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "232--259", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1155508", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Dolgov:2019:HAL, author = "Sergey Dolgov and Robert Scheichl", title = "A Hybrid Alternating Least Squares--{TT}-Cross Algorithm for Parametric {PDEs}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "260--291", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1138881", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Grigo:2019:BMD, author = "Constantin Grigo and Phaedon-Stelios Koutsourelakis", title = "{Bayesian} Model and Dimension Reduction for Uncertainty Propagation: Applications in Random Media", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "292--323", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1155867", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Nusken:2019:CSS, author = "N. N{\"u}sken and G. A. Pavliotis", title = "Constructing Sampling Schemes via Coupling: {Markov} Semigroups and Optimal Transport", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "1", pages = "324--382", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M119896X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:53 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Adelmann:2019:NUQ, author = "Andreas Adelmann", title = "On Nonintrusive Uncertainty Quantification and Surrogate Model Construction in Particle Accelerator Modeling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "383--416", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/16M1061928", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Spagnol:2019:GSA, author = "Adrien Spagnol and Rodolphe {Le Riche} and S{\'e}bastien {Da Veigao}", title = "Global Sensitivity Analysis for Optimization with Variable Selection", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "417--443", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1167978", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Cotter:2019:ETA, author = "Colin Cotter and Simon Cotter and Paul Russell", title = "Ensemble Transport Adaptive Importance Sampling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "444--471", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1114867", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Iza-Teran:2019:GML, author = "Rodrigo Iza-Teran and Jochen Garcke", title = "A Geometrical Method for Low-Dimensional Representations of Simulations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "472--496", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1154205", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Giles:2019:MNS, author = "Michael B. Giles and Abdul-Lateef Haji-Ali", title = "Multilevel Nested Simulation for Efficient Risk Estimation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "497--525", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1173186", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Kahle:2019:BPI, author = "Christian Kahle and Kei Fong Lam and Jonas Latz and Elisabeth Ullmann", title = "{Bayesian} Parameter Identification in {Cahn--Hilliard} Models for Biological Growth", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "526--552", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1210034", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Tuo:2019:ACM, author = "Rui Tuo", title = "Adjustments to Computer Models via Projected Kernel Calibration", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "553--578", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1128769", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Peherstorfer:2019:MMC, author = "Benjamin Peherstorfer", title = "Multifidelity {Monte Carlo} Estimation with Adaptive Low-Fidelity Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "579--603", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1159208", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Osthus:2019:PUB, author = "Dave Osthus and Scott A. {Vander Wiel} and Nelson M. Hoffman and Frederick J. Wysocki", title = "Prediction Uncertainties beyond the Range of Experience: a Case Study in Inertial Confinement Fusion Implosion Experiments", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "604--633", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1158860", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Pulch:2019:SPS, author = "Roland Pulch and Florian Augustin", title = "Stability Preservation in Stochastic {Galerkin} Projections of Dynamical Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "634--651", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1142223", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Clason:2019:GMB, author = "Christian Clason and Tapio Helin and Remo Kretschmann and Petteri Piiroinen", title = "Generalized Modes in {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "652--684", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1191804", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Aristoff:2019:GPR, author = "David Aristoff", title = "Generalizing Parallel Replica Dynamics: Trajectory Fragments, Asynchronous Computing, and {PDMPs}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "685--719", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1177792", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Sun:2019:ESD, author = "Furong Sun and Robert B. Gramacy and Benjamin Haaland and Earl Lawrence and Andrew Walker", title = "Emulating Satellite Drag from Large Simulation Experiments", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "720--759", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1170157", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Ayi:2019:AAP, author = "Nathalie Ayi and Erwan Faou", title = "Analysis of an Asymptotic Preserving Scheme for Stochastic Linear Kinetic Equations in the Diffusion Limit", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "2", pages = "760--785", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1175641", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:55 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Muller:2019:BPC, author = "Christopher M{\"u}ller and Sebastian Ullmann and Jens Lang", title = "A {Bramble--Pasciak} Conjugate Gradient Method for Discrete {Stokes} Equations with Random Viscosity", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "787--805", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1163920", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Scott:2019:AZR, author = "James M. Scott and M. Paul Laiu and Cory D. Hauck", title = "Analysis of the Zero Relaxation Limit of Hyperbolic Balance Laws with Random Initial Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "806--837", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1226683", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Vernon:2019:KBE, author = "Ian Vernon and Samuel E. Jackson and Jonathan A. Cumming", title = "Known Boundary Emulation of Complex Computer Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "838--876", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1164457", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Zahr:2019:EGC, author = "Matthew J. Zahr and Kevin T. Carlberg and Drew P. Kouri", title = "An Efficient, Globally Convergent Method for Optimization Under Uncertainty Using Adaptive Model Reduction and Sparse Grids", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "877--912", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1220996", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Herrmann:2019:UQS, author = "Lukas Herrmann and Christoph Schwab and Jakob Zech", title = "Uncertainty Quantification for Spectral Fractional Diffusion: Sparsity Analysis of Parametric Solutions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "913--947", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1176063", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Khristenko:2019:ABE, author = "U. Khristenko and L. Scarabosio and P. Swierczynski and E. Ullmann and B. Wohlmuth", title = "Analysis of Boundary Effects on {PDE-Based} Sampling of {Whittle--Mat{\'e}rn} Random Fields", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "948--974", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1215700", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Swigon:2019:IJD, author = "David Swigon and Shelby R. Stanhope and Sven Zenker and Jonathan E. Rubin", title = "On the Importance of the {Jacobian} Determinant in Parameter Inference for Random Parameter and Random Measurement Error Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "975--1006", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1114405", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Dasgupta:2019:FPE, author = "Agnimitra Dasgupta and Debraj Ghosh", title = "Failure Probability Estimation of Linear Time Varying Systems by Progressive Refinement of Reduced Order Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "1007--1028", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1165840", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Dematteis:2019:EEQ, author = "Giovanni Dematteis and Tobias Grafke and Eric Vanden-Eijnden", title = "Extreme Event Quantification in Dynamical Systems with Random Components", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "1029--1059", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1211003", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Rabitti:2019:SOI, author = "Giovanni Rabitti and Emanuele Borgonovo", title = "A {Shapley--Owen} Index for Interaction Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "1060--1075", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1221801", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Motamed:2019:FSP, author = "Mohammad Motamed", title = "Fuzzy-Stochastic Partial Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "1076--1104", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1140017", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Saibaba:2019:EMB, author = "Arvind K. Saibaba and Johnathan Bardsley and D. Andrew Brown and Alen Alexanderian", title = "Efficient Marginalization-Based {MCMC} Methods for Hierarchical {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "3", pages = "1105--1131", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1220625", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Oct 9 18:27:57 MDT 2019", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Tan:2019:GPM, author = "Matthias H. Y. Tan", title = "{Gaussian} Process Modeling of Finite Element Models with Functional Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1133--1161", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1112942", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Gunzburger:2019:EFR, author = "M. Gunzburger and T. Iliescu and M. Mohebujjaman and M. Schneier", title = "An Evolve-Filter-Relax Stabilized Reduced Order Stochastic Collocation Method for the Time-Dependent {Navier--Stokes} Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1162--1184", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1221618", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Hosseini:2019:TMH, author = "Bamdad Hosseini", title = "Two {Metropolis--Hastings} Algorithms for Posterior Measures with Non-{Gaussian} Priors in Infinite Dimensions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1185--1223", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1183017", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Hart:2019:RSI, author = "Joseph L. Hart and Pierre A. Gremaud", title = "Robustness of the {Sobol'} Indices to Marginal Distribution Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1224--1244", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M123387X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Zhang:2019:SDA, author = "Ru Zhang and C. Devon Lin and Pritam Ranjan", title = "A Sequential Design Approach for Calibrating Dynamic Computer Simulators", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1245--1274", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1224544", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Lee:2019:LRS, author = "Kookjin Lee and Howard C. Elman and Bedrich Soused{\'\i}k", title = "A Low-Rank Solver for the {Navier--Stokes} Equations with Uncertain Viscosity", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1275--1300", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/17M1151912", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Seshadri:2019:DRG, author = "Pranay Seshadri and Shaowu Yuchi and Geoffrey T. Parks", title = "Dimension Reduction via {Gaussian} Ridge Functions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1301--1322", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1168571", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Mycek:2019:MMC, author = "Paul Mycek and Matthias {De Lozzo}", title = "Multilevel {Monte Carlo} Covariance Estimation for the Computation of {Sobol'} Indices", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1323--1348", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1216389", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Vondrejc:2019:ACC, author = "Jaroslav Vondrejc and Hermann G. Matthies", title = "Accurate Computation of Conditional Expectation for Highly Nonlinear Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1349--1368", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1196674", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{BenSalem:2019:GPB, author = "Malek {Ben Salem} and Fran{\c{c}}ois Bachoc and Olivier Roustant and Fabrice Gamboa and Lionel Tomaso", title = "{Gaussian} Process-Based Dimension Reduction for Goal-Oriented Sequential Design", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1369--1397", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1167930", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Dodwell:2019:EHM, author = "T. J. Dodwell and C. Ketelsen and R. Scheichl and A. L. Teckentrup", title = "{ERRATUM}: {A Hierarchical Multilevel Markov Chain Monte Carlo Algorithm with Applications to Uncertainty Quantification in Subsurface Flow}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "7", number = "4", pages = "1398--1399", month = "????", year = "2019", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1278089", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:10 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", note = "See \cite{Dodwell:2015:HMM}.", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2019", } @Article{Volodina:2020:DDN, author = "Victoria Volodina and Daniel Williamson", title = "Diagnostics-Driven Nonstationary Emulators Using Kernel Mixtures", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "1--26", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M124438X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Rahman:2020:SCE, author = "Sharif Rahman", title = "A Spline Chaos Expansion", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "27--57", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1239702", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Pembery:2020:HER, author = "O. R. Pembery and E. A. Spence", title = "The {Helmholtz} Equation in Random Media: Well-Posedness and A Priori Bounds", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "58--87", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M119327X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Kubinova:2020:BPS, author = "Marie Kub{\'\i}nov{\'a} and Ivana Pultarov{\'a}", title = "Block Preconditioning of Stochastic {Galerkin} Problems: New Two-sided Guaranteed Spectral Bounds", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "88--113", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M125902X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Prescott:2020:MAB, author = "Thomas P. Prescott and Ruth E. Baker", title = "Multifidelity Approximate {Bayesian} Computation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "114--138", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1229742", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{vandenBos:2020:GNQ, author = "Laurent van den Bos and Benjamin Sanderse and Wim Bierbooms and Gerard van Bussel", title = "Generating Nested Quadrature Rules with Positive Weights based on Arbitrary Sample Sets", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "139--169", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1213373", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Constantinescu:2020:STI, author = "Emil M. Constantinescu and No{\'e}mi Petra and Julie Bessac and Cosmin G. Petra", title = "Statistical Treatment of Inverse Problems Constrained by Differential Equations-Based Models with Stochastic Terms", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "170--197", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M122073X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Fillion:2020:IEK, author = "Anthony Fillion and Marc Bocquet and Serge Gratton and Selime G{\"u}rol and Pavel Sakov", title = "An Iterative Ensemble {Kalman} Smoother in Presence of Additive Model Error", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "198--228", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1244147", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Spiliopoulos:2020:IGA, author = "Konstantinos Spiliopoulos", title = "Information Geometry for Approximate {Bayesian} Computation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "229--260", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M123284X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Ditkowski:2020:DEU, author = "Adi Ditkowski and Gadi Fibich and Amir Sagiv", title = "Density Estimation in Uncertainty Propagation Problems Using a Surrogate Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "261--300", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1205959", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Aylwin:2020:DUQ, author = "Ruben Aylwin and Carlos Jerez-Hanckes and Christoph Schwab and Jakob Zech", title = "Domain Uncertainty Quantification in Computational Electromagnetics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "301--341", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1239374", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Giordano:2020:BMT, author = "Matteo Giordano and Hanne Kekkonen", title = "{Bernstein--von Mises} Theorems and Uncertainty Quantification for Linear Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "342--373", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1226269", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Nickl:2020:CRP, author = "Richard Nickl and Sara van de Geer and Sven Wang", title = "Convergence Rates for Penalized Least Squares Estimators in {PDE} Constrained Regression Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "374--413", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1236137", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Abdulle:2020:BNH, author = "Assyr Abdulle and Andrea {Di Blasio}", title = "A {Bayesian} Numerical Homogenization Method for Elliptic Multiscale Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "414--450", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1187891", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Latz:2020:WPB, author = "Jonas Latz", title = "On the Well-posedness of {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "451--482", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1247176", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Crisan:2020:SAS, author = "Dan Crisan and Alberto L{\'o}pez-Yela and Joaquin Miguez", title = "Stable Approximation Schemes for Optimal Filters", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "1", pages = "483--509", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1255410", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu May 28 10:28:12 MDT 2020", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Heas:2020:SRM, author = "P. H{\'e}as", title = "Selecting Reduced Models in the Cross-Entropy Method", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "511--538", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1192500", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Birrell:2020:UQM, author = "Jeremiah Birrell and Luc Rey-Bellet", title = "Uncertainty Quantification for {Markov} Processes via Variational Principles and Functional Inequalities", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "539--572", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1237429", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Osthus:2020:PCA, author = "Dave Osthus and Jeffrey D. Hyman and Satish Karra and Nishant Panda and Gowri Srinivasan", title = "A Probabilistic Clustering Approach for Identifying Primary Subnetworks of Discrete Fracture Networks with Quantified Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "573--600", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1279265", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Schaden:2020:MBL, author = "Daniel Schaden and Elisabeth Ullmann", title = "On Multilevel Best Linear Unbiased Estimators", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "601--635", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1263534", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Ren:2020:CIM, author = "Kui Ren and Sarah Vall{\'e}lian", title = "Characterizing Impacts of Model Uncertainties in Quantitative Photoacoustics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "636--667", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1231341", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Heinkenschloss:2020:ARO, author = "Matthias Heinkenschloss and Boris Kramer and Timur Takhtaganov", title = "Adaptive Reduced-Order Model Construction for Conditional Value-at-Risk Estimation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "668--692", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1257433", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Broto:2020:VRE, author = "Baptiste Broto and Fran{\c{c}}ois Bachoc and Marine Depecker", title = "Variance Reduction for Estimation of {Shapley} Effects and Adaptation to Unknown Input Distribution", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "693--716", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1234631", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Hung:2020:LID, author = "Ying-Chao Hung and George Michailidis and Horace PakHai Lok", title = "Locating Infinite Discontinuities in Computer Experiments", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "717--747", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1209076", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Dolz:2020:HOP, author = "J{\"u}rgen D{\"o}lz", title = "A Higher Order Perturbation Approach for Electromagnetic Scattering Problems on Random Domains", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "748--774", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1274365", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Roustant:2020:GKG, author = "Olivier Roustant and Esp{\'e}ran Padonou and Yves Deville and Alo{\"\i}s Cl{\'e}ment and Guillaume Perrin and Jean Giorla and Henry Wynn", title = "Group Kernels for {Gaussian} Process Metamodels with Categorical Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "775--806", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1209386", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Severino:2020:UQU, author = "Gerardo Severino and Salvatore Cuomo", title = "Uncertainty Quantification of Unsteady Flows Generated by Line-Sources Through Heterogeneous Geological Formations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "2", pages = "807--825", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1288966", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:49 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Mukherjee:2020:OCB, author = "Arpan Mukherjee and Rahul Rai and Puneet Singla and Tarunraj Singh and Abani Patra", title = "Overlapping Clustering Based Technique for Scalable Uncertainty Quantification in Physical Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "827--859", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1200567", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Bulthuis:2020:MQB, author = "Kevin Bulthuis and Frank Pattyn and Maarten Arnst", title = "A Multifidelity Quantile-Based Approach for Confidence Sets of Random Excursion Sets with Application to Ice-Sheet Dynamics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "860--890", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1280466", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Tan:2020:BOE, author = "Matthias H. Y. Tan", title = "{Bayesian} Optimization of Expected Quadratic Loss for Multiresponse Computer Experiments with Internal Noise", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "891--925", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1272676", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Karvonen:2020:MLE, author = "Toni Karvonen and George Wynne and Filip Tronarp and Chris Oates and Simo S{\"a}rkk{\"a}", title = "Maximum Likelihood Estimation and Uncertainty Quantification for {Gaussian} Process Approximation of Deterministic Functions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "926--958", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1315968", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Pronzato:2020:BQE, author = "Luc Pronzato and Anatoly Zhigljavsky", title = "{Bayesian} Quadrature, Energy Minimization, and Space-Filling Design", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "959--1011", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1210332", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Moosmuller:2020:GAT, author = "Caroline Moosm{\"u}ller and Felix Dietrich and Ioannis G. Kevrekidis", title = "A Geometric Approach to the Transport of Discontinuous Densities", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "1012--1035", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1275760", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Borggaard:2020:BAE, author = "Jeff Borggaard and Nathan Glatt-Holtz and Justin Krometis", title = "A {Bayesian} Approach to Estimating Background Flows from a Passive Scalar", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "1036--1060", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1267544", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Crepey:2020:UQS, author = "S. Cr{\'e}pey and G. Fort and E. Gobet and U. Stazhynski", title = "Uncertainty Quantification for Stochastic Approximation Limits Using Chaos Expansion", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "1061--1089", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1178517", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Taghvaei:2020:DMB, author = "Amirhossein Taghvaei and Prashant G. Mehta and Sean P. Meyn", title = "Diffusion Map-based Algorithm for Gain Function Approximation in the Feedback Particle Filter", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "1090--1117", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M124513X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Yang:2020:RCM, author = "Lun Yang and Peng Wang and Daniel M. Tartakovsky", title = "Resource-Constrained Model Selection for Uncertainty Propagation and Data Assimilation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "1118--1138", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1263376", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Dinner:2020:SGV, author = "Aaron R. Dinner and Erik H. Thiede and Brian {Van Koten} and Jonathan Weare", title = "Stratification as a General Variance Reduction Method for {Markov Chain Monte Carlo}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "1139--1188", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M122964X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Eigel:2020:ASG, author = "Martin Eigel and Manuel Marschall and Michael Multerer", title = "An Adaptive Stochastic {Galerkin} Tensor Train Discretization for Randomly Perturbed Domains", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "1189--1214", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1246080", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Wen:2020:DMP, author = "Linjie Wen and Jiangqi Wu and Linjun Lu and Jinglai Li", title = "A Defensive Marginal Particle Filtering Method for Data Assimilation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "1215--1235", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1237430", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Hironaka:2020:MMC, author = "Tomohiko Hironaka and Michael B. Giles and Takashi Goda and Howard Thom", title = "Multilevel {Monte Carlo} Estimation of the Expected Value of Sample Information", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "3", pages = "1236--1259", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1284981", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:52 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Mignolet:2020:CPC, author = "Marc Mignolet and Christian Soize", title = "Compressed Principal Component Analysis of Non-{Gaussian} Vectors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1261--1286", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1322029", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Rumsey:2020:DMU, author = "Kellin Rumsey and Gabriel Huerta and Justin Brown and Lauren Hund", title = "Dealing with Measurement Uncertainties as Nuisance Parameters in {Bayesian} Model Calibration", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1287--1309", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1283707", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Teckentrup:2020:CGP, author = "Aretha L. Teckentrup", title = "Convergence of {Gaussian} Process Regression with Estimated Hyper-Parameters and Applications in {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1310--1337", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1284816", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Yu:2020:INE, author = "Yang Yu and Ning Zhang and Daniel W. Apley and Wenxin Jiang", title = "Including a Nugget Effect in Lifted {Brownian} Covariance Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1338--1357", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1255252", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Ma:2020:OBA, author = "Pulong Ma", title = "Objective {Bayesian} Analysis of a Cokriging Model for Hierarchical Multifidelity Codes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1358--1382", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1289893", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Cotter:2020:TMA, author = "Simon L. Cotter and Ioannis G. Kevrekidis and Paul T. Russell", title = "Transport Map Accelerated Adaptive Importance Sampling, and Application to Inverse Problems Arising from Multiscale Stochastic Reaction Networks", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1383--1413", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1239416", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Harlim:2020:KMB, author = "John Harlim and Daniel Sanz-Alonso and Ruiyi Yang", title = "Kernel Methods for {Bayesian} Elliptic Inverse Problems on Manifolds", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1414--1445", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1295222", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Cotter:2020:PFS, author = "Colin Cotter and Dan Crisan and Darryl D. Holm and Wei Pan and Igor Shevchenko", title = "A Particle Filter for Stochastic Advection by {Lie} Transport: a Case Study for the Damped and Forced Incompressible Two-Dimensional {Euler} Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1446--1492", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1277606", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Li:2020:SAB, author = "Qin Li and Jian-Guo Liu and Ruiwen Shu", title = "Sensitivity Analysis of {Burgers}' Equation with Shocks", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1493--1521", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1211763", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Tuo:2020:IRC, author = "Rui Tuo and Yan Wang and C. F. Jeff Wu", title = "On the Improved Rates of Convergence for {Mat{\'e}rn}-Type Kernel Ridge Regression with Application to Calibration of Computer Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1522--1547", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1304222", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Chen:2020:ICC, author = "Nan Chen", title = "An Information Criterion for Choosing Observation Locations in Data Assimilation and Prediction", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "8", number = "4", pages = "1548--1573", month = "????", year = "2020", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1278235", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Fri Mar 12 10:13:54 MST 2021", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2020", } @Article{Lu:2021:ARL, author = "Shuai Lu and Pingping Niu and Frank Werner", title = "On the Asymptotical Regularization for Linear Inverse Problems in Presence of White Noise", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "1--28", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1330841", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Bardsley:2021:OBM, author = "Johnathan M. Bardsley and Tiangang Cui", title = "Optimization-Based {Markov} Chain {Monte Carlo} Methods for Nonlinear Hierarchical Statistical Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "29--64", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1318365", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Koley:2021:MMC, author = "Ujjwal Koley and Deep Ray and Tanmay Sarkar", title = "Multilevel {Monte Carlo} Finite Difference Methods for Fractional Conservation Laws with Random Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "65--105", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1279447", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Ganesh:2021:QMC, author = "M. Ganesh and Frances Y. Kuo and Ian H. Sloan", title = "Quasi-{Monte Carlo} Finite Element Analysis for Wave Propagation in Heterogeneous Random Media", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "106--134", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1334164", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", note = "See corrigendum \cite{Ganesh:2024:CQM}.", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Dobson:2021:UCM, author = "Matthew Dobson and Yao Li and Jiayu Zhai", title = "Using Coupling Methods to Estimate Sample Quality of Stochastic Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "135--162", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1312009", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Alexanderian:2021:ODL, author = "Alen Alexanderian and Noemi Petra and Georg Stadler and Isaac Sunseri", title = "Optimal Design of Large-scale {Bayesian} Linear Inverse Problems Under Reducible Model Uncertainty: Good to Know What You Don't Know", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "163--184", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1347292", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Hadji:2021:CWT, author = "Amine Hadji and Botond Szab{\'o}", title = "Can We Trust {Bayesian} Uncertainty Quantification from {Gaussian} Process Priors with Squared Exponential Covariance Kernel?", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "185--230", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1253010", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Li:2021:RMD, author = "Wenyu Li and Arun Hegde and James Oreluk and Andrew Packard and Michael Frenklach", title = "Representing Model Discrepancy in Bound-to-Bound Data Collaboration", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "231--259", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1270185", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Sinsbeck:2021:SDC, author = "Michael Sinsbeck and Emily Cooke and Wolfgang Nowak", title = "Sequential Design of Computer Experiments for the Computation of {Bayesian} Model Evidence", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "260--279", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1320432", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Abdellah:2021:DER, author = "Amal {Ben Abdellah} and Pierre L'Ecuyer and Art B. Owen and Florian Puchhammer", title = "Density Estimation by Randomized Quasi-{Monte Carlo}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "280--301", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1259213", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/prng.bib; https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Matsuda:2021:EOD, author = "Takeru Matsuda and Yuto Miyatake", title = "Estimation of Ordinary Differential Equation Models with Discretization Error Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "1", pages = "302--331", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1278405", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:36 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Xiao:2021:EEI, author = "Qian Xiao and Abhyuday Mandal and C. Devon Lin and Xinwei Deng", title = "{EzGP}: Easy-to-Interpret {Gaussian} Process Models for Computer Experiments with Both Quantitative and Qualitative Factors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "333--353", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1288462", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Guth:2021:QMC, author = "Philipp A. Guth and Vesa Kaarnioja and Frances Y. Kuo and Claudia Schillings and Ian H. Sloan", title = "A Quasi-{Monte Carlo} Method for Optimal Control Under Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "354--383", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1294952", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Hoang:2021:MMC, author = "Viet Ha Hoang and Jia Hao Quek and Christoph Schwab", title = "Multilevel {Markov} Chain {Monte Carlo} for {Bayesian} Inversion of Parabolic Partial Differential Equations under {Gaussian} Prior", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "384--419", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1354714", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Omre:2021:BSI, author = "Henning Omre and Kjartan Rimstad", title = "{Bayesian} Spatial Inversion and Conjugate Selection {Gaussian} Prior Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "420--445", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1302995", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Reich:2021:FPP, author = "Sebastian Reich and Simon Weissmann", title = "{Fokker--Planck} Particle Systems for {Bayesian} Inference: Computational Approaches", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "446--482", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1303162", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Sun:2021:RSD, author = "Wenbo Sun and Matthew Plumlee and Jingwen Hu and Jionghua (Judy) Jin", title = "Robust System Design with Limited Experimental Data and an Inexact Simulation Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "483--506", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1316287", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Belomestny:2021:VRD, author = "Denis Belomestny and Leonid Iosipoi and Eric Moulines and Alexey Naumov and Sergey Samsonov", title = "Variance Reduction for Dependent Sequences with Applications to Stochastic Gradient {MCMC}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "507--535", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1301199", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Zhao:2021:LBM, author = "Weifeng Zhao and Juntao Huang and Wen-An Yong", title = "Lattice {Boltzmann} Method for Stochastic Convection--Diffusion Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "536--563", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1270665", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Blanchard:2021:OWO, author = "Antoine Blanchard and Themistoklis Sapsis", title = "Output-Weighted Optimal Sampling for {Bayesian} Experimental Design and Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "564--592", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1347486", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Luthen:2021:SPC, author = "Nora L{\"u}then and Stefano Marelli and Bruno Sudret", title = "Sparse Polynomial Chaos Expansions: Literature Survey and Benchmark", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "593--649", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1315774", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Hu:2021:UQB, author = "Jingwei Hu and Lorenzo Pareschi and Yubo Wang", title = "Uncertainty Quantification for the {BGK} Model of the {Boltzmann} Equation Using Multilevel Variance Reduced {Monte Carlo} Methods", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "650--680", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1331846", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Lucini:2021:MEE, author = "Mar{\'\i}a Magdalena Lucini and Peter Jan van Leeuwen and Manuel Pulido", title = "Model Error Estimation Using the Expectation Maximization Algorithm and a Particle Flow Filter", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "681--707", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1297300", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Owen:2021:EEA, author = "Art B. Owen and Christopher Hoyt", title = "Efficient Estimation of the {ANOVA} Mean Dimension, with an Application to Neural Net Classification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "708--730", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1350236", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Rao:2021:ECE, author = "Vishwas Rao and Mihai Anitescu", title = "Efficient Computation of Extreme Excursion Probabilities for Dynamical Systems through {Rice}'s Formula", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "731--762", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1308177", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Chada:2021:UID, author = "Neil K. Chada and Jordan Franks and Ajay Jasra and Kody J. Law and Matti Vihola", title = "Unbiased Inference for Discretely Observed Hidden {Markov} Model Diffusions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "763--787", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M131549X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Prescott:2021:MAB, author = "Thomas P. Prescott and Ruth E. Baker", title = "Multifidelity Approximate {Bayesian} Computation with Sequential {Monte Carlo} Parameter Sampling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "788--817", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1316160", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Uribe:2021:CEB, author = "Felipe Uribe and Iason Papaioannou and Youssef M. Marzouk and Daniel Straub", title = "Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "818--847", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1344585", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Djurdjevac:2021:LPP, author = "Ana Djurdjevac", title = "Linear Parabolic Problems in Random Moving Domains", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "848--879", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1284889", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Fort:2021:GSA, author = "Jean-Claude Fort and Thierry Klein and Agn{\`e}s Lagnoux", title = "Global Sensitivity Analysis and {Wasserstein} Spaces", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "880--921", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1354957", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Jadamba:2021:COF, author = "Baasansuren Jadamba and Akhtar A. Khan and Miguel Sama and Hans-Jorg Starkloff and Christiane Tammer", title = "A Convex Optimization Framework for the Inverse Problem of Identifying a Random Parameter in a Stochastic Partial Differential Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "2", pages = "922--952", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1323953", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:38 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Schaden:2021:AAM, author = "Daniel Schaden and Elisabeth Ullmann", title = "Asymptotic Analysis of Multilevel Best Linear Unbiased Estimators", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "953--978", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1321607", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Martin:2021:PCO, author = "Matthieu Martin and Fabio Nobile", title = "{PDE}-Constrained Optimal Control Problems with Uncertain Parameters using {SAGA}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "979--1012", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/18M1224076", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Hao:2021:NAO, author = "Zhaopeng Hao and Zhongqiang Zhang", title = "Numerical Approximation of Optimal Convergence for Fractional Elliptic Equations with Additive Fractional {Gaussian} Noise", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1013--1033", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1374286", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Drovandi:2021:SMH, author = "Christopher Drovandi and David J. Nott and Daniel E. Pagendam", title = "A Semiautomatic Method for History Matching Using Sequential {Monte Carlo}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1034--1063", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1286694", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Braverman:2021:PHU, author = "Amy Braverman and Jonathan Hobbs and Joaquim Teixeira and Michael Gunson", title = "Post hoc Uncertainty Quantification for Remote Sensing Observing Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1064--1093", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1304283", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Easley:2021:HOU, author = "Deanna C. Easley and Tyrus Berry", title = "A Higher Order Unscented Transform", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1094--1131", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M135546X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Broto:2021:GLA, author = "Baptiste Broto and Fran{\c{c}}ois Bachoc and Marine Depecker and Jean-Marc Martinez", title = "{Gaussian} Linear Approximation for the Estimation of the {Shapley} Effects", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1132--1151", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1342884", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Resseguier:2021:QTR, author = "Valentin Resseguier and Agustin M. Picard and Etienne Memin and Bertrand Chapron", title = "Quantifying Truncation-Related Uncertainties in Unsteady Fluid Dynamics Reduced Order Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1152--1183", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1354819", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Bespalov:2021:TLP, author = "Alex Bespalov and Dirk Praetorius and Michele Ruggeri", title = "Two-Level a Posteriori Error Estimation for Adaptive Multilevel Stochastic {Galerkin} Finite Element Method", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1184--1216", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1342586", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Fang:2021:ISP, author = "Wei Fang and Mike B. Giles", title = "Importance Sampling for Pathwise Sensitivity of Stochastic Chaotic Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1217--1241", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1352454", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Branicki:2021:LUQ, author = "Michal Branicki and Kenneth Uda", title = "{Lagrangian} Uncertainty Quantification and Information Inequalities for Stochastic Flows", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1242--1313", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1263133", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Patel:2021:GBP, author = "Dhruv V. Patel and Assad A. Oberai", title = "{GAN}-Based Priors for Quantifying Uncertainty in Supervised Learning", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "3", pages = "1314--1343", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1354210", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:40 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Zhu:2021:ESS, author = "Xujia Zhu and Bruno Sudret", title = "Emulation of Stochastic Simulators Using Generalized Lambda Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1345--1380", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1337302", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Chen:2021:TAC, author = "Peng Chen and Omar Ghattas", title = "{Taylor} Approximation for Chance Constrained Optimization Problems Governed by Partial Differential Equations with High-Dimensional Random Parameters", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1381--1410", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1381381", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Plischke:2021:CSE, author = "Elmar Plischke and Giovanni Rabitti and Emanuele Borgonovo", title = "Computing {Shapley} Effects for Sensitivity Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1411--1437", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1304738", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Ettehad:2021:ICO, author = "Mahmood Ettehad and Simon Foucart", title = "Instances of Computational Optimal Recovery: Dealing with Observation Errors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1438--1456", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1328476", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Birmpa:2021:UQM, author = "Panagiota Birmpa and Markos A. Katsoulakis", title = "Uncertainty Quantification for {Markov} Random Fields", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1457--1498", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1374614", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Dunlop:2021:SGP, author = "Matthew M. Dunlop and Yunan Yang", title = "Stability of {Gibbs} Posteriors from the {Wasserstein} Loss for {Bayesian} Full Waveform Inversion", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1499--1526", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1334218", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Xie:2021:NBF, author = "Wei Xie and Cheng Li and Yuefeng Wu and Pu Zhang", title = "A Nonparametric {Bayesian} Framework for Uncertainty Quantification in Stochastic Simulation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1527--1552", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1345517", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Jin:2021:SPS, author = "Bangti Jin and Zehui Zhou and Jun Zou", title = "On the Saturation Phenomenon of Stochastic Gradient Descent for Linear Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1553--1588", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1374456", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Dette:2021:RKH, author = "Holger Dette and Anatoly A. Zhigljavsky", title = "Reproducing Kernel {Hilbert} Spaces, Polynomials, and the Classical Moment Problem", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1589--1614", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1394965", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Ming:2021:LGP, author = "Deyu Ming and Serge Guillas", title = "Linked {Gaussian} Process Emulation for Systems of Computer Models Using {Mat{\'e}rn} Kernels and Adaptive Design", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1615--1642", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1323771", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Cockayne:2021:PGF, author = "Jonathan Cockayne and Andrew Duncan", title = "Probabilistic Gradients for Fast Calibration of Differential Equation Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1643--1672", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1364424", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Mazo:2021:TBE, author = "Gildas Mazo", title = "A Trade-Off Between Explorations and Repetitions for Estimators of Two Global Sensitivity Indices in Stochastic Models Induced by Probability Measures", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "9", number = "4", pages = "1673--1713", month = "????", year = "2021", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M1272706", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Jan 19 06:35:42 MST 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", onlinedate = "January 2021", } @Article{Bhatnagar:2022:CMC, author = "Saumya Bhatnagar and Won Chang and Seonjin Kim and Jiali Wang", title = "Computer Model Calibration with Time Series Data Using Deep Learning and Quantile Regression", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "1--26", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1382581", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1382581", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Barr:2022:GKM, author = "John Barr and Herschel Rabitz", title = "A Generalized Kernel Method for Global Sensitivity Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "27--54", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1354829", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1354829", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Sharrock:2022:JOP, author = "Louis Sharrock and Nikolas Kantas", title = "Joint Online Parameter Estimation and Optimal Sensor Placement for the Partially Observed Stochastic Advection--Diffusion Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "55--95", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1375073", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1375073", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Minh:2022:FSA, author = "H{\`a} Quang Minh", title = "Finite Sample Approximations of Exact and Entropic {Wasserstein} Distances Between Covariance Operators and {Gaussian} Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "96--124", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1410488", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1410488", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Francom:2022:LWE, author = "Devin Francom and Bruno Sans{\'o} and Ana Kupresanin", title = "Landmark-Warped Emulators for Models with Misaligned Functional Response", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "125--150", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M135279X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M135279X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Portone:2022:BIU, author = "Teresa Portone and Robert D. Moser", title = "{Bayesian} Inference of an Uncertain Generalized Diffusion Operator", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "151--178", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M141659X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M141659X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Altmeyer:2022:PES, author = "Randolf Altmeyer and Till Bretschneider and Josef Jan{\'a}k and Markus Rei{\ss}", title = "Parameter Estimation in an {SPDE} Model for Cell Repolarization", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "179--199", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1373347", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1373347", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Giles:2022:ANM, author = "Michael Giles and Oliver Sheridan-Methven", title = "Analysis of Nested Multilevel {Monte Carlo} Using Approximate Normal Random Variables", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "200--226", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1399385", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1399385", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Cohen:2022:NRM, author = "Albert Cohen and Wolfgang Dahmen and Olga Mula and James Nichols", title = "Nonlinear Reduced Models for State and Parameter Estimation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "227--267", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1380818", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1380818", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Oughton:2022:IVE, author = "Rachel H. Oughton and Michael Goldstein and John C. P. Hemmings", title = "Intermediate Variable Emulation: Using Internal Processes in Simulators to Build More Informative Emulators", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "268--293", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1370902", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1370902", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Mohammadi:2022:CVB, author = "Hossein Mohammadi and Peter Challenor and Daniel Williamson and Marc Goodfellow", title = "{Cross-Validation--based} Adaptive Sampling for {Gaussian} Process Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "294--316", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1404260", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1404260", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Wagner:2022:EKF, author = "Fabian Wagner and I. Papaioannou and E. Ullmann", title = "The Ensemble {Kalman} Filter for Rare Event Estimation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "317--349", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1404119", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1404119", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Wilson:2022:VCM, author = "Amy L. Wilson and Michael Goldstein and Chris J. Dent", title = "Varying Coefficient Models and Design Choice for {Bayes} Linear Emulation of Complex Computer Models with Limited Model Evaluations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "350--378", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1318560", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1318560", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Broto:2022:BDC, author = "Baptiste Broto and Fran{\c{c}}ois Bachoc and Laura Clouvel and Jean-Marc Martinez", title = "Block-Diagonal Covariance Estimation and Application to the {Shapley} Effects in Sensitivity Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "379--403", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1358839", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1358839", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Rahman:2022:SDD, author = "Sharif Rahman and Ramin Jahanbin", title = "A Spline Dimensional Decomposition for Uncertainty Quantification in High Dimensions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "404--438", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1364175", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1364175", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Sawko:2022:EGC, author = "Robert Sawko and Ma{\l}gorzata J. Zimo{\'n}", title = "Effective Generation of Compressed Stationary {Gaussian} Fields", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "439--452", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1375541", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1375541", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Brehier:2022:SRC, author = "Charles-Edouard Br{\'e}hier and David Cohen", title = "Strong Rates of Convergence of a Splitting Scheme for {Schr{\"o}dinger} Equations with Nonlocal Interaction Cubic Nonlinearity and White Noise Dispersion", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "453--480", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1378168", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1378168", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chen:2022:AAP, author = "Jialei Chen and Zhehui Chen and Chuck Zhang and C. F. Jeff Wu", title = "{APIK}: Active Physics-Informed Kriging Model with Partial Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "481--506", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1389285", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1389285", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Bergou:2022:SLM, author = "El Houcine Bergou and Youssef Diouane and Vyacheslav Kungurtsev and Cl{\'e}ment W. Royer", title = "A Stochastic {Levenberg--Marquardt} Method Using Random Models with Complexity Results", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "1", pages = "507--536", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1366253", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Thu Apr 14 12:18:51 MDT 2022", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1366253", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Katzfuss:2022:SVA, author = "Matthias Katzfuss and Joseph Guinness and Earl Lawrence", title = "Scaled {Vecchia} Approximation for Fast Computer-Model Emulation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "2", pages = "537--554", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1352156", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1352156", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Arbabi:2022:GSM, author = "Hassan Arbabi and Themistoklis Sapsis", title = "Generative Stochastic Modeling of Strongly Nonlinear Flows with Non-{Gaussian} Statistics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "2", pages = "555--583", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1359833", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1359833", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chada:2022:MEK, author = "Neil K. Chada and Ajay Jasra and Fangyuan Yu", title = "Multilevel Ensemble {Kalman--Bucy} Filters", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "2", pages = "584--618", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1423762", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1423762", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Wang:2022:GPI, author = "Wenjia Wang and Xiaowei Yue and Benjamin Haaland and C. F. Jeff Wu", title = "{Gaussian} Processes with Input Location Error and Applications to the Composite Parts Assembly Process", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "2", pages = "619--650", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1312447", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1312447", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Dick:2022:EPL, author = "Josef Dick and Marcello Longo and Christoph Schwab", title = "Extrapolated Polynomial Lattice Rule Integration in Computational Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "2", pages = "651--686", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1338137", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1338137", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Kouri:2022:RAO, author = "Drew P. Kouri and John D. Jakeman and J. Gabriel Huerta", title = "Risk-Adapted Optimal Experimental Design", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "2", pages = "687--716", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1357615", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1357615", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Salter:2022:QST, author = "James M. Salter and Daniel B. Williamson and Lauren J. Gregoire and Tamsin L. Edwards", title = "Quantifying Spatio-Temporal Boundary Condition Uncertainty for the {North American} Deglaciation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "2", pages = "717--744", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1409135", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1409135", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Zhang:2022:EBI, author = "Jiahui Zhang and Anne Gelb and Theresa Scarnati", title = "Empirical {Bayesian} Inference Using a Support Informed Prior", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "2", pages = "745--774", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M140794X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M140794X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Cox:2022:MCM, author = "Alexander M. G. Cox and Simon C. Harris and Andreas E. Kyprianou and Minmin Wang", title = "{Monte Carlo} Methods for the Neutron Transport Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "2", pages = "775--825", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1390578", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:02 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1390578", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Patil:2022:OFU, author = "Pratik Patil and Mikael Kuusela and Jonathan Hobbs", title = "Objective Frequentist Uncertainty Quantification for Atmospheric {CO$_2$} Retrievals", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "827--859", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1356403", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1356403", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Lindsey:2022:EMC, author = "Michael Lindsey and Jonathan Weare and Anna Zhang", title = "Ensemble {Markov} Chain {Monte Carlo} with Teleporting Walkers", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "860--885", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1425062", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1425062", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Gilpin:2022:CCP, author = "Shay Gilpin and Tomoko Matsuo and Stephen E. Cohn", title = "Continuum Covariance Propagation for Understanding Variance Loss in Advective Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "886--914", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1442449", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1442449", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Ernst:2022:WSR, author = "Oliver G. Ernst and Alois Pichler and Bj{\"o}rn Sprungk", title = "{Wasserstein} Sensitivity of Risk and Uncertainty Propagation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "915--948", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1325459", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1325459", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Li:2022:IRS, author = "Peijun Li and Xu Wang", title = "An Inverse Random Source Problem for the Biharmonic Wave Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "949--974", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1429138", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1429138", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Scarabosio:2022:DNN, author = "Laura Scarabosio", title = "Deep Neural Network Surrogates for Nonsmooth Quantities of Interest in Shape Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "975--1011", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1393078", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1393078", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{He:2022:ATR, author = "Yuchen He and Namjoon Suh and Xiaoming Huo and Sung Ha Kang and Yajun Mei", title = "Asymptotic Theory of $ \ell_1$-Regularized {PDE} Identification from a Single Noisy Trajectory", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1012--1036", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1398884", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1398884", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Elie-Dit-Cosaque:2022:GOS, author = "Kevin Elie-Dit-Cosaque and Veronique Maume-Deschamps", title = "Goal-Oriented {Shapley} Effects with Special Attention to the Quantile-Oriented Case", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1037--1069", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1395247", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1395247", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Law:2022:SOV, author = "Kody J. H. Law and Vitaly Zankin", title = "Sparse Online Variational {Bayesian} Regression", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1070--1100", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1401188", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1401188", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Sousedik:2022:SGM, author = "Bedrich Soused{\'\i}k and Kookjin Lee", title = "Stochastic {Galerkin} Methods for Linear Stability Analysis of Systems with Parametric Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1101--1129", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1415595", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1415595", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Ruzayqat:2022:LPF, author = "Hamza Ruzayqat and Aimad Er-raiy and Alexandros Beskos and Dan Crisan and Ajay Jasra and Nikolas Kantas", title = "A Lagged Particle Filter for Stable Filtering of Certain High-Dimensional State-Space Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1130--1161", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1450392", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1450392", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Hagemann:2022:SNF, author = "Paul Hagemann and Johannes Hertrich and Gabriele Steidl", title = "Stochastic Normalizing Flows for Inverse Problems: a {Markov} Chains Viewpoint", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1162--1190", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1450604", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1450604", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Rohrbach:2022:RBA, author = "Paul B. Rohrbach and Sergey Dolgov and Lars Grasedyck and Robert Scheichl", title = "Rank Bounds for Approximating {Gaussian} Densities in the Tensor-Train Format", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1191--1224", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1314653", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1314653", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Churchill:2022:SBS, author = "Victor Churchill and Anne Gelb", title = "Sampling-based Spotlight {SAR} Image Reconstruction from Phase History Data for Speckle Reduction and Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1225--1249", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1379721", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1379721", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Pham:2022:EAC, author = "Trung Pham and Alex A. Gorodetsky", title = "Ensemble Approximate Control Variate Estimators: Applications to {MultiFidelity} Importance Sampling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1250--1292", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1390426", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1390426", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Uribe:2022:HGS, author = "Felipe Uribe and Johnathan M. Bardsley and Yiqiu Dong and Per Christian Hansen and Nicolai A. B. Riis", title = "A Hybrid {Gibbs} Sampler for Edge-Preserving Tomographic Reconstruction with Uncertain View Angles", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1293--1320", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1412268", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1412268", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Kouri:2022:CEO, author = "Drew P. Kouri and Thomas M. Surowiec", title = "Corrigendum: {Existence} and Optimality Conditions for Risk-Averse {PDE}-Constrained Optimization", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "3", pages = "1321--1322", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M143251X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:04 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", note = "See \cite{Kouri:2018:EOC}.", URL = "https://epubs.siam.org/doi/10.1137/21M143251X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Sanz-Alonso:2022:FER, author = "Daniel Sanz-Alonso and Ruiyi Yang", title = "Finite Element Representations of {Gaussian} Processes: Balancing Numerical and Statistical Accuracy", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1323--1349", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M144788X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M144788X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Bourgey:2022:CSP, author = "Florian Bourgey and Emmanuel Gobet and Cl{\'e}ment Rey", title = "A Comparative Study of Polynomial-Type Chaos Expansions for Indicator Functions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1350--1383", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1413146", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1413146", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chen:2022:SPP, author = "Nan Chen and Quanling Deng and Samuel Stechmann", title = "Superfloe Parameterization with Physics Constraints for Uncertainty Quantification of Sea Ice Floes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1384--1409", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1428777", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1428777", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Hu:2022:GFR, author = "Mengqi Hu and Yifei Lou and Xiu Yang", title = "A General Framework of Rotational Sparse Approximation in Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1410--1434", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1391602", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1391602", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Gu:2022:TFS, author = "Mengyang Gu and Fangzheng Xie and Long Wang", title = "A Theoretical Framework of the Scaled {Gaussian} Stochastic Process in Prediction and Calibration", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1435--1460", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1409949", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1409949", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Birmpa:2022:MUC, author = "Panagiota Birmpa and Jinchao Feng and Markos A. Katsoulakis and Luc Rey-Bellet", title = "Model Uncertainty and Correctability for Directed Graphical Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1461--1512", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1434453", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1434453", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Wang:2022:PWG, author = "Yifei Wang and Peng Chen and Wuchen Li", title = "Projected {Wasserstein} Gradient Descent for High-Dimensional {Bayesian} Inference", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1513--1532", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1454018", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1454018", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Agrawal:2022:VIA, author = "Shiv Agrawal and Hwanwoo Kim and Danie Sanz-Alonso and Alexander Strang", title = "A Variational Inference Approach to Inverse Problems with Gamma Hyperpriors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1533--1559", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M146209X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M146209X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Akyildiz:2022:SFE, author = "{\"O}mer Deniz Akyildiz and Connor Duffin and Sotirios Sabanis and Mark Girolami", title = "Statistical Finite Elements via {Langevin} Dynamics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1560--1585", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1463094", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1463094", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Klein:2022:TCS, author = "Thierry Klein and Nicolas Peteilh and Paul Rochet", title = "Test Comparison for {Sobol} Indices over Nested Sets of Variables", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1586--1600", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1457370", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1457370", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Grote:2022:UQM, author = "Marcus J. Grote and Simon Michel and Fabio Nobile", title = "Uncertainty Quantification by Multilevel {Monte Carlo} and Local Time-Stepping for Wave Propagation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1601--1628", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1429047", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1429047", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Zou:2022:LAR, author = "Zilong Zou and Drew P. Kouri and Wilkins Aquino", title = "A Locally Adapted Reduced-Basis Method for Solving Risk-Averse {PDE}-Constrained Optimization Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1629--1651", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1411342", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1411342", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Wang:2022:PPK, author = "Yan Wang", title = "Penalized Projected Kernel Calibration for Computer Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1652--1683", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1387614", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1387614", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Lan:2022:SBU, author = "Shiwei Lan and Shuyi Li and Babak Shahbaba", title = "Scaling Up {Bayesian} Uncertainty Quantification for Inverse Problems Using Deep Neural Networks", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1684--1713", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1439456", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1439456", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Li:2022:NTS, author = "Moyan Li and Raed Kontar", title = "On Negative Transfer and Structure of Latent Functions in Multioutput {Gaussian} Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1714--1732", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1436816", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1436816", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Sung:2022:CIC, author = "Chih-Li Sung and Beau David Barber and Berkley J. Walker", title = "Calibration of Inexact Computer Models with Heteroscedastic Errors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1733--1752", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1417946", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1417946", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Jahnke:2022:MSC, author = "Tobias Jahnke and Benny Stein", title = "A Multilevel Stochastic Collocation Method for {Schr{\"o}dinger} Equations with a Random Potential", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "10", number = "4", pages = "1753--1780", month = "????", year = "2022", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1440517", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:07 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1440517", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Lykkegaard:2023:MDA, author = "M. B. Lykkegaard and T. J. Dodwell and C. Fox and G. Mingas and R. Scheichl", title = "Multilevel Delayed Acceptance {MCMC}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "1--30", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1476770", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1476770", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Afkham:2023:UQI, author = "Babak Maboudi Afkham and Yiqiu Dong and Per Christian Hansen", title = "Uncertainty Quantification of Inclusion Boundaries in the Context of {X}-Ray Tomography", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "31--61", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1433782", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1433782", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Edeling:2023:DAS, author = "Wouter Edeling", title = "On the Deep Active-Subspace Method", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "62--90", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1463240", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1463240", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Madrigal-Cianci:2023:ACM, author = "Juan P. Madrigal-Cianci and Fabio Nobile and Ra{\'u}l Tempone", title = "Analysis of a Class of Multilevel {Markov} Chain {Monte Carlo} Algorithms Based on Independent {Metropolis--Hastings}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "91--138", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1420927", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1420927", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chak:2023:GLE, author = "Martin Chak and Nikolas Kantas and Grigorios A. Pavliotis", title = "On the Generalized {Langevin} Equation for Simulated Annealing", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "139--167", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1462970", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1462970", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Travelletti:2023:UQE, author = "C{\'e}dric Travelletti and David Ginsbourger and Niklas Linde", title = "Uncertainty Quantification and Experimental Design for Large-Scale Linear Inverse Problems under {Gaussian} Process Priors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "168--198", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1445028", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1445028", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Schwab:2023:DLH, author = "Christoph Schwab and Jakob Zech", title = "Deep Learning in High Dimension: Neural Network Expression Rates for Analytic Functions in {$ L^2 (\mathbb {R}^d, \gamma_d) $}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "199--234", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1462738", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1462738", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Wu:2023:FSC, author = "Keyi Wu and Peng Chen and Omar Ghattas", title = "A Fast and Scalable Computational Framework for Large-Scale High-Dimensional {Bayesian} Optimal Experimental Design", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "235--261", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1466499", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1466499", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Glaubitz:2023:GSB, author = "Jan Glaubitz and Anne Gelb and Guohui Song", title = "Generalized Sparse {Bayesian} Learning and Application to Image Reconstruction", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "262--284", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M147236X", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M147236X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Alsup:2023:CAS, author = "Terrence Alsup and Benjamin Peherstorfer", title = "Context-Aware Surrogate Modeling for Balancing Approximation and Sampling Costs in Multifidelity Importance Sampling and {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "285--319", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1445594", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1445594", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Bungert:2023:CDD, author = "Leon Bungert and Philipp Wacker", title = "Complete Deterministic Dynamics and Spectral Decomposition of the Linear Ensemble {Kalman} Inversion", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "320--357", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1429461", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1429461", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Ehre:2023:CDR, author = "Max Ehre and Rafael Flock and Martin Fu{\ss}eder and Iason Papaioannou and Daniel Straub", title = "Certified Dimension Reduction for {Bayesian} Updating with the Cross-Entropy Method", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "1", pages = "358--388", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1484031", ISSN = "2166-2525", ISSN-L = "2166-2525", bibdate = "Wed Mar 22 16:37:09 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1484031", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Bishop:2023:RKB, author = "Adrian N. Bishop and Pierre {Del Moral}", title = "Robust {Kalman} and {Bayesian} Set-Valued Filtering and Model Validation for Linear Stochastic Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "389--425", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1481270", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1481270", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Blanchet-Scalliet:2023:GPR, author = "Christophette Blanchet-Scalliet and Bruno Demory and Thierry Gonon and C{\'e}line Helbert", title = "{Gaussian} Process Regression on Nested Spaces", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "426--451", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1445053", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1445053", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Goncharov:2023:NPL, author = "Fedor Goncharov and {\'E}ric Barat and Thomas Dautremer", title = "Nonparametric Posterior Learning for Emission Tomography", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "452--479", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1463367", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1463367", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{deHoop:2023:CRL, author = "Maarten V. de Hoop and Nikola B. Kovachki and Nicholas H. Nelsen and Andrew M. Stuart", title = "Convergence Rates for Learning Linear Operators from Noisy Data", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "480--513", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1442942", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1442942", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Kerleguer:2023:MSM, author = "Baptiste Kerleguer", title = "Multifidelity Surrogate Modeling for Time-Series Outputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "514--539", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1386694", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1386694", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Spiller:2023:ZPG, author = "Elaine T. Spiller and Robert L. Wolpert and Pablo Tierz and Taylor G. Asher", title = "The Zero Problem: {Gaussian} Process Emulators for Range-Constrained Computer Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "540--566", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1467420", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1467420", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Spence:2023:WEP, author = "E. A. Spence and J. Wunsch", title = "Wavenumber-Explicit Parametric Holomorphy of {Helmholtz} Solutions in the Context of Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "567--590", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1486170", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1486170", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Jahn:2023:NLF, author = "Tim Jahn", title = "Noise Level Free Regularization of General Linear Inverse Problems under Unconstrained White Noise", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "591--615", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1506675", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1506675", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Heng:2023:UED, author = "Jeremy Heng and Ajay Jasra and Kody J. H. Law and Alexander Tarakanov", title = "On Unbiased Estimation for Discretized Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "616--645", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1460788", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1460788", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Dia:2023:CMB, author = "Ben Mansour Dia", title = "A Continuation Method in {Bayesian} Inference", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "646--681", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/19M130251X", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/19M130251X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chen:2023:SPB, author = "Yian Chen and Mihai Anitescu", title = "Scalable Physics-Based Maximum Likelihood Estimation Using Hierarchical Matrices", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "2", pages = "682--725", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1458880", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:13 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1458880", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Patil:2023:ROM, author = "Prerna Patil and Hessam Babaee", title = "Reduced-Order Modeling with Time-Dependent Bases for {PDEs} with Stochastic Boundary Conditions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "727--756", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1468097", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1468097", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Schillings:2023:EBG, author = "Claudia Schillings and Claudia Totzeck and Philipp Wacker", title = "Ensemble-Based Gradient Inference for Particle Methods in Optimization and Sampling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "757--787", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1533281", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1533281", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Tong:2023:LDT, author = "Shanyin Tong and Georg Stadler", title = "Large Deviation Theory-based Adaptive Importance Sampling for Rare Events in High Dimensions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "788--813", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1524758", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1524758", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Cartee:2023:QMU, author = "Elliot Cartee and Antonio Farah and April Nellis and Jacob {Van Hook} and Alexander Vladimirsky", title = "Quantifying and Managing Uncertainty in Piecewise-Deterministic {Markov} Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "814--847", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/20M1357275", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/20M1357275", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Haberstich:2023:ALT, author = "C{\'e}cile Haberstich and A. Nouy and G. Perrin", title = "Active Learning of Tree Tensor Networks using Optimal Least Squares", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "848--876", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21M1415911", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/21M1415911", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Audouze:2023:RLS, author = "Christophe Audouze and Aaron Klein and Adrian Butscher and Nigel Morris and Prasanth Nair and Masayuki Yano", title = "Robust Level-Set-Based Topology Optimization Under Uncertainties Using Anchored {ANOVA} {Petrov--Galerkin} Method", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "877--905", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1524722", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1524722", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Allen:2023:EFH, author = "Sam Allen and David Ginsbourger and Johanna Ziegel", title = "Evaluating Forecasts for High-Impact Events Using Transformed Kernel Scores", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "906--940", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1532184", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1532184", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chernov:2023:SBF, author = "Alexey Chernov and Erik Marc Schetzke", title = "A Simple, Bias-free Approximation of Covariance Functions by the Multilevel {Monte Carlo} Method Having Nearly Optimal Complexity", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "941--969", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1506845", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1506845", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Deveney:2023:DSA, author = "Teo Deveney and Eike H. Mueller and Tony Shardlow", title = "Deep Surrogate Accelerated Delayed-Acceptance {Hamiltonian Monte Carlo} for {Bayesian} Inference of Spatio-Temporal Heat Fluxes in Rotating Disc Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "970--995", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1513113", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1513113", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Pritchard:2023:TPL, author = "Nathaniel Pritchard and Vivak Patel", title = "Towards Practical Large-Scale Randomized Iterative Least Squares Solvers through Uncertainty Quantification", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "996--1024", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1515057", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1515057", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Everink:2023:BIP, author = "Jasper M. Everink and Yiqiu Dong and Martin S. Andersen", title = "{Bayesian} Inference with Projected Densities", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "1025--1043", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M150695X", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M150695X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Spokoiny:2023:DFN, author = "Vladimir Spokoiny", title = "Dimension Free Nonasymptotic Bounds on the Accuracy of High-Dimensional {Laplace} Approximation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "1044--1068", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1495688", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1495688", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Lv:2023:FCC, author = "Shurui Lv and Jun Yu and Yan Wang and Jiang Du", title = "Fast Calibration for Computer Models with Massive Physical Observations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "3", pages = "1069--1104", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M153673X", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:15 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M153673X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Kretschmann:2023:MOM, author = "Remo Kretschmann", title = "Are Minimizers of the {Onsager--Machlup} Functional Strong Posterior Modes?", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1105--1138", month = "????", year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1546579", ISSN = "2166-2525", bibdate = "Tue Oct 17 14:09:18 MDT 2023", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1546579", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Milz:2023:REE, author = "Johannes Milz", title = "Reliable Error Estimates for Optimal Control of Linear Elliptic {PDEs} with Random Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1139--1163", month = oct, year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1503889", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Li:2023:SAQ, author = "Yao Li and Yaping Yuan", title = "Sensitivity Analysis of Quasi-Stationary Distributions ({QSDs}) of Mass-Action Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1164--1194", month = oct, year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1535875", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Lambley:2023:OTP, author = "Hefin Lambley and T. J. Sullivan", title = "An Order-Theoretic Perspective on Modes and Maximum A Posteriori Estimation in {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1195--1224", month = oct, year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m154243x", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Karvonen:2023:ABS, author = "Toni Karvonen", title = "Asymptotic Bounds for Smoothness Parameter Estimates in {Gaussian} Process Interpolation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1225--1257", month = nov, year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m149288x", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Halonen:2023:QEG, author = "Vilho Halonen and Ilkka P{\"o}l{\"o}nen", title = "Quantification of Errors Generated by Uncertain Data in a Linear Boundary Value Problem Using Neural Networks", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1258--1277", month = nov, year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1538855", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Papandreou:2023:TGS, author = "Yanni Papandreou and Jon Cockayne and Mark Girolami and Andrew Duncan", title = "Theoretical Guarantees for the Statistical Finite Element Method", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1278--1307", month = nov, year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21m1463963", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Petit:2023:PSG, author = "S{\'e}bastien J. Petit and Julien Bect and Paul Feliot and Emmanuel Vazquez", title = "Parameter Selection in {Gaussian} Process Interpolation: An Empirical Study of Selection Criteria", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1308--1328", month = dec, year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21m1444710", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Bader:2023:STM, author = "Seif Ben Bader and Helmut Harbrecht and Rolf Krause and Michael D. Multerer and Alessio Quaglino and Marc Schmidlin", title = "Space-time Multilevel Quadrature Methods and their Application for Cardiac Electrophysiology", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1329--1356", month = dec, year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21m1418320", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Yerramilli:2023:FBI, author = "Suraj Yerramilli and Akshay Iyer and Wei Chen and Daniel W. Apley", title = "Fully {Bayesian} Inference for Latent Variable {Gaussian} Process Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "11", number = "4", pages = "1357--1381", month = dec, year = "2023", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1525600", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Wu:2024:EEQ, author = "Zhizhang Wu and Zhiwen Zhang and Xiaofei Zhao", title = "Error Estimate of a Quasi-{Monte Carlo} Time-Splitting Pseudospectral Method for Nonlinear {Schr{\"o}dinger} Equation with Random Potentials", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "1", pages = "1--29", month = jan, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1525181", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Sanz-Alonso:2024:ACF, author = "Daniel Sanz-Alonso and Nathan Waniorek", title = "Analysis of a Computational Framework for {Bayesian} Inverse Problems: Ensemble {Kalman} Updates and {MAP} Estimators under Mesh Refinement", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "1", pages = "30--68", month = feb, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m1567035", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Duersch:2024:PIU, author = "Jed A. Duersch", title = "Projective Integral Updates for High-Dimensional Variational Inference", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "1", pages = "69--100", month = feb, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1529919", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Gong:2024:MBE, author = "Xianliang Gong and Yulin Pan", title = "Multifidelity {Bayesian} Experimental Design to Quantify Rare-Event Statistics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "1", pages = "101--127", month = feb, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1503956", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chennetier:2024:AIS, author = "Guillaume Chennetier and Hassane Chraibi and Anne Dutfoy and Josselin Garnier", title = "Adaptive Importance Sampling Based on Fault Tree Analysis for Piecewise Deterministic {Markov} Process", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "1", pages = "128--156", month = mar, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1522838", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Sung:2024:SDD, author = "Chih-Li Sung and Ji, Yi (Irene) and Simon Mak and Wenjia Wang and Tao Tang", title = "Stacking Designs: Designing Multifidelity Computer Experiments with Target Predictive Accuracy", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "1", pages = "157--181", month = mar, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1532007", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Liu:2024:PFO, author = "Ningxin Liu and Lijian Jiang", title = "{Perron--Frobenius} Operator Filter for Stochastic Dynamical Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "1", pages = "182--211", month = mar, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m1547391", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Ganesh:2024:CQM, author = "M. Ganesh and Frances Y. Kuo and Ian H. Sloan", title = "Corrigendum: {Quasi--Monte Carlo} Finite Element Analysis for Wave Propagation in Heterogeneous Random Media", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "1", pages = "212--212", month = mar, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m1624609", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", note = "See \cite{Ganesh:2021:QMC}.", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Cheng:2024:SPM, author = "Nuojin Cheng and Osman Asif Malik and Yiming Xu and Stephen Becker and Alireza Doostan and Akil Narayan", title = "Subsampling of Parametric Models with Bifidelity Boosting", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "213--241", month = apr, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1524989", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Curran-Sebastian:2024:CEF, author = "Jacob Curran-Sebastian and Lorenzo Pellis and Ian Hall and Thomas House", title = "Calculation of Epidemic First Passage and Peak Time Probability Distributions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "242--261", month = apr, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m1548049", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Pavliotis:2024:MME, author = "Grigorios A. Pavliotis and Andrea Zanoni", title = "A Method of Moments Estimator for Interacting Particle Systems and their Mean Field Limit", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "262--288", month = apr, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m153848x", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Ballester-Ripoll:2024:CSM, author = "Rafael Ballester-Ripoll", title = "Computing Statistical Moments Via Tensorization of Polynomial Chaos Expansions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "289--308", month = apr, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m155428x", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Hartmann:2024:NBS, author = "Carsten Hartmann and Lorenz Richter", title = "Nonasymptotic Bounds for Suboptimal Importance Sampling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "309--346", month = apr, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/21m1427760", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Haberle:2024:WBD, author = "Konstantin H{\"a}berle and Barbara Bravi and Anthea Monod", title = "Wavelet-Based Density Estimation for Persistent Homology", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "347--376", month = apr, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m1573811", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Comte:2024:NEI, author = "Fabienne Comte and Valentine Genon-Catalot", title = "Nonparametric Estimation for Independent and Identically Distributed Stochastic Differential Equations with Space-Time Dependent Coefficients", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "377--410", month = may, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m1581662", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Al-Ghattas:2024:EKF, author = "Omar Al-Ghattas and Jiajun Bao and Daniel Sanz-Alonso", title = "Ensemble {Kalman} Filters with Resampling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "411--441", month = may, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m1594935", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Glaubitz:2024:LJS, author = "Jan Glaubitz and Anne Gelb", title = "Leveraging Joint Sparsity in Hierarchical {Bayesian} Learning", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "442--472", month = may, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m156255x", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Ji:2024:CMF, author = "Yi Ji and Henry Shaowu Yuchi and Derek Soeder and J.-F. Paquet and Steffen A. Bass and V. Roshan Joseph and C. F. Jeff Wu and Simon Mak", title = "Conglomerate Multi-fidelity {Gaussian} Process Modeling, with Application to Heavy-Ion Collisions", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "473--502", month = may, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22m1525004", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Harbrecht:2024:QDU, author = "Helmut Harbrecht and Viacheslav Karnaev and Marc Schmidlin", title = "Quantifying Domain Uncertainty in Linear Elasticity", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "503--523", month = may, year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23m1578589", ISSN = "2166-2525", bibdate = "Thu May 30 16:24:36 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Calvetti:2024:CES, author = "D. Calvetti and E. Somersalo", title = "Computationally Efficient Sampling Methods for Sparsity Promoting Hierarchical {Bayesian} Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "524--548", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1564043", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:47 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1564043", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Li:2024:DEC, author = "Qin Li and Li Wang and Yunan Yang", title = "Differential Equation-Constrained Optimization with Stochasticity", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "524--548", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1571162", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:47 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1571162", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Cui:2024:QER, author = "Jianbo Cui and Liying Sun", title = "Quantifying the Effect of Random Dispersion for Logarithmic {Schr{\"o}dinger} Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "579--613", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1578619", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:47 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1578619", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Guth:2024:OSL, author = "Philipp A. Guth and Claudia Schillings and Simon Weissmann", title = "One-Shot Learning of Surrogates in {PDE}-Constrained Optimization under Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "614--645", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1553170", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:47 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1553170", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Rumsey:2024:GBM, author = "Kellin N. Rumsey and Devin Francom and Andy Shen", title = "Generalized {Bayesian} {MARS}: Tools for Stochastic Computer Model Emulation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "646--666", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1577122", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:47 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1577122", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Herin:2024:PME, author = "Margot Herin and Marouane Il Idrissi and Vincent Chabridon and Bertrand Iooss", title = "Proportional Marginal Effects for Global Sensitivity Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "667--692", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M153032X", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:47 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M153032X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Nobile:2024:CTO, author = "Fabio Nobile and Tommaso Vanzan", title = "A Combination Technique for Optimal Control Problems Constrained by Random {PDEs}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "2", pages = "693--721", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1532263", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:47 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1532263", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Cvetkovic:2024:COO, author = "Nada Cvetkovi{\'c} and Han Cheng Lie and Harshit Bansal and Karen Veroy", title = "Choosing Observation Operators to Mitigate Model Error in {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "723--758", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1602140", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:50 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1602140", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Yu:2024:HES, author = "Feng Yu and Lixin Shen and Guohui Song", title = "Hyperparameter Estimation for Sparse {Bayesian} Learning Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "759--787", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M162844X", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:50 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M162844X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Mohammadi:2024:ECD, author = "Hossein Mohammadi and Peter Challenor and Marc Goodfellow", title = "Emulating Complex Dynamical Simulators with Random {Fourier} Features", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "788--811", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M147339X", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:50 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M147339X", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Liu:2024:SCS, author = "Liu Liu and Kunlun Qi", title = "Spectral Convergence of a Semi-discretized Numerical System for the Spatially Homogeneous {Boltzmann} Equation with Uncertainties", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "812--841", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1638483", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:50 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1638483", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Grigoriu:2024:HNP, author = "Mircea Grigoriu", title = "Harmonizable Nonstationary Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "842--867", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1544580", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:50 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1544580", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Baptista:2024:CSM, author = "Ricardo Baptista and Bamdad Hosseini and Nikola B. Kovachki and Youssef M. Marzouk", title = "Conditional Sampling with Monotone {GANs}: From Generative Models to Likelihood-Free Inference", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "868--900", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1581546", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:50 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1581546", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Baumgarten:2024:FPB, author = "Niklas Baumgarten and Sebastian Krumscheid and Christian Wieners", title = "A Fully Parallelized and Budgeted Multilevel {Monte Carlo} Method and the Application to Acoustic Waves", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "901--931", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1588354", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:50 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1588354", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Elfverson:2024:AMS, author = "D. Elfverson and R. Scheichl and S. Weissmann and F. A. {Diaz De La O}", title = "Adaptive Multilevel Subset Simulation with Selective Refinement", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "932--963", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1515240", ISSN = "2166-2525", bibdate = "Mon Aug 26 07:49:50 MDT 2024", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1515240", acknowledgement = ack-nhfb, ajournal = "SIAM\slash ASA J. Uncertain. Quantif.", fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Li:2024:PIB, author = "Zhaohui Li and Shihao Yang and C. F. Jeff Wu", title = "Parameter Inference Based on {Gaussian} Processes Informed by Nonlinear Partial Differential Equations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "964--1004", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M1514131", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:43:23 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M1514131", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Dixon:2024:CEM, author = "Thomas O. Dixon and James E. Warner and Geoffrey F. Bomarito and Alex A. Gorodetsky", title = "Covariance Expressions for Multifidelity Sampling with Multioutput, Multistatistic Estimators: Application to Approximate Control Variates", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "1005--1049", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1607994", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:43:23 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1607994", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Rasmussen:2024:BAI, author = "Aksel K. Rasmussen and Fanny Seizilles and Mark Girolami and Ieva Kazlauskaite", title = "The {Bayesian} Approach to Inverse {Robin} Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "3", pages = "1050--1084", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1620624", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:43:23 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1620624", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Tang:2024:HSG, author = "Tao Tang and Simon Mak and David Dunson", title = "Hierarchical Shrinkage {Gaussian} Processes: Applications to Computer Code Emulation and Dynamical System Recovery", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1085--1112", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1550682", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1550682", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{He:2024:EKU, author = "Xu He", title = "Efficient Kriging Using Interleaved Lattice-Based Designs with Low Fill and High Separation Distance Properties", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1113--1134", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M156940X", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M156940X", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{deMontbrun:2024:CMZ, author = "{\'E}tienne de Montbrun and S{\'e}bastien Gerchinovitz", title = "Certified Multifidelity Zeroth-Order Optimization", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1135--1164", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1591086", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1591086", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Zou:2024:LVH, author = "Zongren Zou and Tingwei Meng and Paula Chen and J{\'e}r{\^o}me Darbon and George Em Karniadakis", title = "Leveraging Viscous {Hamilton--Jacobi} {PDEs} for Uncertainty Quantification in Scientific Machine Learning", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1165--1191", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1646455", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1646455", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Luo:2024:MCC, author = "Hengrui Luo and Justin D. Strait", title = "Multiple Closed Curve Modeling with Uncertainty Quantification for Shape Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1192--1212", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1590287", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1590287", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Pronzato:2024:WLO, author = "Luc Pronzato and Maria-Jo{\~a}o Rendas", title = "Weighted Leave-One-Out Cross Validation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1213--1239", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1615917", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1615917", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Christensen:2024:DDR, author = "S{\"o}ren Christensen and Asbj{\o}rn Holk Thomsen and Lukas Trottner", title = "Data-Driven Rules for Multidimensional Reflection Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1240--1272", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1618570", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1618570", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Graziani:2024:TAD, author = "Carlo Graziani and Marieme Ngom", title = "Targeted Adaptive Design", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1273--1314", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/22M149898X", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/22M149898X", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Takeda:2024:UEB, author = "Kota Takeda and Takashi Sakajo", title = "Uniform Error Bounds of the Ensemble Transform {Kalman} Filter for Chaotic Dynamics with Multiplicative Covariance Inflation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1315--1335", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1637192", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1637192", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Joseph:2024:DUF, author = "V. Roshan Joseph and William E. Lewis and Henry S. Yuchi and Kathryn A. Maupin", title = "Discovering the Unknowns: a First Step", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1336--1348", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M159874X", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M159874X", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Han:2024:ACV, author = "Ruijian Han and Boris Kramer and Dongjin Lee and Akil Narayan and Yiming Xu", title = "An Approximate Control Variates Approach to Multifidelity Distribution Estimation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1349--1388", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1584307", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1584307", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Gao:2024:AOL, author = "Zhiwei Gao and Liang Yan and Tao Zhou", title = "Adaptive Operator Learning for Infinite-Dimensional {Bayesian} Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1389--1423", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1643815", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1643815", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Xu:2024:FDM, author = "Hui Xu and Mircea Grigoriu", title = "Finite-Dimensional Models for Response Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "12", number = "4", pages = "1424--1449", month = "????", year = "2024", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1651745", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:49 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1651745", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Mueller:2025:PCS, author = "Joy N. Mueller and Khachik Sargsyan and Craig J. Daniels and Habib N. Najm", title = "Polynomial Chaos Surrogate Construction for Random Fields with Parametric Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "1--29", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1613505", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1613505", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Kim:2025:SLF, author = "Minji Kim and Kevin O'Connor and Vladas Pipiras and Themistoklis Sapsis", title = "Sampling Low-Fidelity Outputs for Estimation of High-Fidelity Density and Its Tails", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "30--62", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1639142", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1639142", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Greengard:2025:EFR, author = "Philip Greengard and Manas Rachh and Alex H. Barnett", title = "Equispaced {Fourier} Representations for Efficient {Gaussian} Process Regression from a Billion Data Points", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "63--89", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1565310", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1565310", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Terhag:2025:UQM, author = "Felix Terhag and Philipp Knechtges and Achim Basermann and Ra{\'u}l Tempone", title = "Uncertainty Quantification in Machine Learning Based Segmentation: a Post-Hoc Approach for Left Ventricle Volume Estimation in {MRI}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "90--113", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M161433X", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M161433X", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Hoang:2025:SMB, author = "Vinh Hoang and Luis Espath and Sebastian Krumscheid and Ra{\'u}l Tempone", title = "Scalable Method for {Bayesian} Experimental Design without Integrating over Posterior Distribution", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "114--139", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1603364", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1603364", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Silva:2025:AHE, author = "Francesco A. B. Silva and Cecilia Pagliantini and Karen Veroy", title = "An Adaptive Hierarchical Ensemble {Kalman} Filter with Reduced Basis Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "140--170", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1653690", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1653690", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Foucart:2025:WCL, author = "Simon Foucart and Nicolas Hengartner", title = "Worst-Case Learning under a Multifidelity Model", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "171--194", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1671025", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1671025", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Francom:2025:EBM, author = "Devin Francom and J. Derek Tucker and Gabriel Huerta and Kurtis Shuler and Daniel Ries", title = "Elastic {Bayesian} Model Calibration", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "195--227", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1644092", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1644092", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Semochkina:2025:MOU, author = "Daria Semochkina and Alexander I. J. Forrester and David C. Woods", title = "Multiobjective Optimization Using Expected Quantile Improvement for Decision Making in Disease Outbreaks", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "228--250", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1633625", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1633625", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chauveau:2025:EBB, author = "Didier Chauveau and Pierre Vandekerkhove", title = "Entropy-Based Burn-in Time Analysis and Ranking for {(A)MCMC} Algorithms in High Dimension", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "251--277", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1611932", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1611932", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Gouraud:2025:HUL, author = "Nicola{\"\i} Gouraud and Pierre {Le Bris} and Adrien Majka and Pierre Monmarch{\'e}", title = "{HMC} and Underdamped {Langevin} United in the Unadjusted Convex Smooth Case", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "278--303", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1608963", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1608963", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Hosseini:2025:COT, author = "Bamdad Hosseini and Alexander W. Hsu and Amirhossein Taghvaei", title = "Conditional Optimal Transport on Function Spaces", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "1", pages = "304--338", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1618922", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:51 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1618922", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Harmon:2025:AUQ, author = "Jake J. Harmon and Svetlana Tokareva and Anatoly Zlotnik and Pieter J. Swart", title = "Adaptive Uncertainty Quantification for Stochastic Hyperbolic Conservation Laws", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "339--374", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1624750", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1624750", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Vanmechelen:2025:MMC, author = "P. Vanmechelen and G. Lombaert and G. Samaey", title = "Multilevel {Markov} Chain {Monte Carlo} with Likelihood Scaling for {Bayesian} Inversion with High-resolution Observations", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "375--399", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1634333", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1634333", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Friedli:2025:EBM, author = "Lea Friedli and David Ginsbourger and Arnaud Doucet and Niklas Linde", title = "An Energy-Based Model Approach to Rare Event Probability Estimation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "400--424", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1605065", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1605065", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Belomestny:2025:SIC, author = "Denis Belomestny and Tatiana Orlova", title = "Statistical Inference for Conservation Law {McKean--Vlasov} {SDEs} via Deep Neural Networks", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "425--448", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1668949", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1668949", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Sung:2025:AIS, author = "Chih-Li Sung and Yao Song and Ying Hung", title = "Advancing Inverse Scattering with Surrogate Modeling and {Bayesian} Inference for Functional Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "449--471", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1637295", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1637295", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{An:2025:SGA, author = "Xin An and Josef Dick and Michael Feischl and Andrea Scaglioni and Thanh Tran", title = "Sparse Grid Approximation of Nonlinear {SPDEs}: The {Landau--Lifshitz--Gilbert} Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "472--517", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1646054", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1646054", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Feng:2025:ISP, author = "Xiaoli Feng and Qiang Yao and Peijun Li and Xu Wang", title = "An Inverse Source Problem for the Stochastic Multiterm Time-Fractional Diffusion-Wave Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "518--542", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1628334", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1628334", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Tsitsvero:2025:LIP, author = "Mikhail Tsitsvero and Mingoo Jin and Andrey Lyalin", title = "Learning Inducing Points and Uncertainty on Molecular Data by Scalable Variational {Gaussian} Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "543--562", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1549584", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1549584", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Aufiero:2025:SBG, author = "Massimo Aufiero and Lucas Janson", title = "Surrogate-Based Global Sensitivity Analysis with Statistical Guarantees via {Floodgate}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "563--590", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1718330", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1718330", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Xu:2025:FCC, author = "Wenzhe Xu and Daniel B. Williamson and Frederic Hourdin and Romain Roehrig", title = "Feature Calibration for Computer Models", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "591--612", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M163253X", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M163253X", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Bespalov:2025:GOE, author = "Alex Bespalov and Dirk Praetorius and Thomas Round and Andrey Savinov", title = "Goal-Oriented Error Estimation and Adaptivity for Stochastic Collocation {FEM}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "613--638", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1673280", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1673280", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Zhang:2025:CIP, author = "Tan Zhang and Zhongjian Wang and Jack Xin and Zhiwen Zhang", title = "A Convergent Interacting Particle Method for Computing {KPP} Front Speeds in Random Flows", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "639--678", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1604564", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1604564", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Naslidnyk:2025:CSP, author = "Masha Naslidnyk and Motonobu Kanagawa and Toni Karvonen and Maren Mahsereci", title = "Comparing Scale Parameter Estimators for {Gaussian} Process Interpolation with the {Brownian} Motion Prior: Leave-One-Out Cross Validation and Maximum Likelihood", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "679--717", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1586884", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1586884", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Tatsuoka:2025:DLM, author = "Caroline Tatsuoka and Dongbin Xiu", title = "Deep Learning for Model Correction of Dynamical Systems with Data Scarcity", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "718--743", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1704324", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1704324", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Attia:2025:ROE, author = "Ahmed Attia and Sven Leyffer and Todd S. Munson", title = "Robust A-Optimal Experimental Design for Sensor Placement in {Bayesian} Linear Inverse Problems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "744--774", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1667543", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1667543", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Han:2025:TTB, author = "Fuqun Han and Stanley Osher and Wuchen Li", title = "Tensor Train Based Sampling Algorithms for Approximating Regularized {Wasserstein} Proximal Operators", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "775--804", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1633765", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1633765", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Iguchi:2025:AMM, author = "Yuga Iguchi and Ajay Jasra and Mohamed Maama and Alexandros Beskos", title = "Antithetic Multilevel Methods for Elliptic and Hypoelliptic Diffusions with Applications", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "805--830", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1695178", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1695178", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Green:2025:CVS, author = "Dylan Green and Jonathan Lindbloom and Anne Gelb", title = "Complex-Valued Signal Recovery Using a Generalized {Bayesian} {LASSO}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "831--861", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1644778", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1644778", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chen:2025:SGG, author = "Ziyu Chen and Markos A. Katsoulakis and Luc Rey-Bellet and Wei Zhu", title = "Statistical Guarantees of Group-Invariant {GANs}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "2", pages = "862--890", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1666628", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:54 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1666628", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Ertel:2025:MFT, author = "Sebastian W. Ertel", title = "On the Mean Field Theory of Ensemble {Kalman} Filters for {SPDEs}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "891--930", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1658954", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1658954", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Dambrine:2025:SOU, author = "Marc Dambrine and Giulio Gargantini and Helmut Harbrecht and J{\'e}r{\^o}me Maynadier", title = "Shape Optimization under Constraints on the Probability of a Quadratic Functional to Exceed a Given Threshold", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "931--956", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1605107", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1605107", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Hoffmann:2025:RAF, author = "Marc Hoffmann and Camille Pouchol", title = "Regularization for the Approximation of Functions by Mollified Discretization Methods", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "957--979", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1678210", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1678210", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Zhang:2025:MMC, author = "Jingtao Zhang and Xi Chen", title = "Multilevel {Monte Carlo} Metamodeling for Variance Function Estimation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "980--1027", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1689740", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1689740", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Henrion:2025:OCU, author = "Ren{\'e} Henrion and Georg Stadler and Florian Wechsung", title = "Optimal Control under Uncertainty with Joint Chance State Constraints: Almost-Everywhere Bounds, Variance Reduction, and Application to (Bi)linear Elliptic {PDEs}", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1028--1053", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M171557X", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M171557X", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Kim:2025:EGP, author = "Hwanwoo Kim and Daniel Sanz-Alonso", title = "Enhancing {Gaussian} Process Surrogates for Optimization and Posterior Approximation via Random Exploration", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1054--1084", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1677009", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1677009", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chen:2025:PCF, author = "Jiaheng Chen and Daniel Sanz-Alonso", title = "Precision and {Cholesky} Factor Estimation for {Gaussian} Processes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1085--1115", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1717282", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1717282", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Kow:2025:CBI, author = "Pu-Zhao Kow and Jenn-Nan Wang", title = "Consistency of {Bayesian} Inference for a Subdiffusion Equation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1116--1144", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1707419", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1707419", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Grammont:2025:EBK, author = "Laurence Grammont and Fran{\c{c}}ois Bachoc and Andr{\'e}s F. L{\'o}pez-Lopera", title = "Error Bounds for a Kernel-Based Constrained Optimal Smoothing Approximation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1145--1173", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1676491", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1676491", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Du:2025:UMC, author = "Jiarui Du and Zhijian He", title = "Unbiased {Markov} Chain Quasi-{Monte Carlo} for {Gibbs} Samplers", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1174--1199", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1660747", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1660747", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Glyn-Davies:2025:SFE, author = "Alex Glyn-Davies and Connor Duffin and Ieva Kazlauskaite and Mark Girolami and {\"O}. Deniz Akyildiz", title = "Statistical Finite Elements via Interacting Particle {Langevin} Dynamics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1200--1227", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1693593", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1693593", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Guth:2025:QMC, author = "Philipp A. Guth and Peter Kritzer and Karl Kunisch", title = "Quasi-{Monte Carlo} Integration for Feedback Control Under Uncertainty", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1228--1264", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1695531", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1695531", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Tan:2025:ALS, author = "Lezhi Tan and Jianfeng Lu", title = "Accelerate {Langevin} Sampling with Birth--Death Process and Exploration Component", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1265--1293", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1577584", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1577584", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Jentzen:2025:NCG, author = "Arnulf Jentzen and Adrian Riekert", title = "Non-convergence to Global Minimizers for {Adam} and Stochastic Gradient Descent Optimization and Constructions of Local Minimizers in the Training of Artificial Neural Networks", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1294--1333", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1639464", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1639464", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Jin:2025:SCA, author = "Bangti Jin and Qimeng Quan and Wenlong Zhang", title = "Stochastic Convergence Analysis of the Inverse Potential Problem", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1334--1373", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1703422", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1703422", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chi:2025:SPO, author = "Chris Chi and Jonathan Weare and Aaron R. Dinner", title = "Sampling Parameters of Ordinary Differential Equations with Constrained {Langevin} Dynamics", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1374--1405", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1691569", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1691569", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Chakroborty:2025:CFB, author = "Promit Chakroborty and Somayajulu L. N. Dhulipala and Michael D. Shields", title = "Covariance-Free Bifidelity Control Variates Importance Sampling for Rare Event Reliability Analysis", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1406--1451", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1658498", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1658498", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Batselier:2025:LDS, author = "Kim Batselier", title = "Low-dimensional Subspace Regularization through Structured Tensor Priors", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1452--1474", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1688497", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1688497", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{White:2025:BPI, author = "Rebekah D. White and John D. Jakeman and Tim Wildey and Troy Butler", title = "Building Population-Informed Priors for {Bayesian} Inference Using Data-Consistent Stochastic Inversion", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1475--1500", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1678234", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1678234", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Owen:2025:BEG, author = "Jonathan Owen and Ian Vernon", title = "{Bayesian} Emulation of Grey-Box Multimodel Ensembles Exploiting Known Interior Structure", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1501--1542", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1669037", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1669037", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Gao:2025:SBP, author = "Zhiwei Gao and George Em Karniadakis", title = "Scalable {Bayesian} Physics-Informed {Kolmogorov--Arnold} Networks", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1543--1577", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/25M1729253", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/25M1729253", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Park:2025:SSB, author = "Joonha Park", title = "Scalable Simulation-Based Inference for Implicitly Defined Models Using a Metamodel for {Monte Carlo} Log-Likelihood Estimator", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1578--1615", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1707079", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1707079", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Strait:2025:CIB, author = "Justin D. Strait and Kelly R. Moran and Alexander C. Murph and Jeffrey D. Hyman and Hari S. Viswanathan and Philip H. Stauffer", title = "Covariate-Informed Bifidelity Bias Correction of Distributional Output", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1616--1648", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1690667", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1690667", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Huan:2025:SIC, author = "Stephen Huan and Joseph Guinness and Matthias Katzfuss and Houman Owhadi and Florian Sch{\"a}ofer", title = "Sparse Inverse {Cholesky} Factorization of Dense Kernel Matrices by Greedy Conditional Selection", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "3", pages = "1649--1679", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/23M1606253", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:57 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/23M1606253", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Gao:2025:MFG, author = "Yuan Gao and Di Qi", title = "Mean Field Games for Controlling Coherent Structures in Nonlinear Fluid Systems", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "4", pages = "1681--1708", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1632231", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:59 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1632231", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Kielstra:2025:GBD, author = "P. Michael Kielstra and Michael Lindsey", title = "A Gradient-based and Determinant-free Framework for Fully {Bayesian} {Gaussian} Process Regression", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "4", pages = "1709--1734", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/25M1724833", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:59 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/25M1724833", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Zuo:2025:GAU, author = "Xinzhe Zuo and Stanley Osher and Wuchen Li", title = "Gradient-Adjusted Underdamped {Langevin} Dynamics for Sampling", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "4", pages = "1735--1765", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1702015", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:59 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1702015", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Shahrokhian:2025:ADC, author = "Anita Shahrokhian and Xinwei Deng and C. Devon Lin and Pritam Ranjan and Li Xu", title = "Adaptive Design for Contour Estimation from Computer Experiments with Quantitative and Qualitative Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "4", pages = "1766--1790", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1685742", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:59 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1685742", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Li:2025:GOA, author = "Wenlong Li and Jian-Feng Yang and Peter Chien", title = "Grouped Orthogonal Arrays for Computer Experiments with Grouped Inputs", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "4", pages = "1791--1811", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/25M1741960", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:59 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/25M1741960", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Xu:2025:SRL, author = "Jin Xu and Junpeng Gong and Xiaojun Duan and Zhengming Wang and Xu He", title = "Sequentially Refined {Latin} Hypercube Designs with Flexibly and Adaptively Chosen Sample Sizes", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "4", pages = "1812--1827", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1673048", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:59 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1673048", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Babyale:2025:MEC, author = "Sandra R. Babyale and Jodi Mead and Donna Calhoun and Patricia O. Azike", title = "Model Error Covariance Estimation for Weak Constraint Variational Data Assimilation", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "4", pages = "1828--1861", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/24M1695889", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:59 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/24M1695889", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } @Article{Siebel:2025:CRM, author = "Maximilian Siebel", title = "Convergence Rates for the Maximum A Posteriori Estimator in {PDE}-Regression Models with Random Design", journal = j-SIAM-ASA-J-UNCERTAIN-QUANTIF, volume = "13", number = "4", pages = "1862--1903", month = "????", year = "2025", CODEN = "SJUQA3", DOI = "https://doi.org/10.1137/25M1744526", ISSN = "2166-2525", bibdate = "Fri Oct 17 06:34:59 MDT 2025", bibsource = "https://www.math.utah.edu/pub/tex/bib/siamasajuncertainquantif.bib", URL = "https://epubs.siam.org/doi/10.1137/25M1744526", acknowledgement = ack-nhfb, fjournal = "SIAM\slash ASA Journal on Uncertainty Quantification", journal-URL = "http://epubs.siam.org/loi/sjuqa3", } %%% [30-May-2024] TO DO: Check for duplicate DOI because of lettercase changes %%% [30-May-2024] TO DO: Check for incomplete volume contents in last entry because of rolling-release publication %%% [17-Oct-2023] TO DO: Run get-doi-pages.sh to recover page ranges!