Wang, Yifei; Chen, Peng; Li, Wuchen Projected Wasserstein gradient descent for high-dimensional Bayesian inference. (English) Zbl 1506.62270 SIAM/ASA J. Uncertain. Quantif. 10, 1513-1532 (2022). MSC: 62F15 PDFBibTeX XMLCite \textit{Y. Wang} et al., SIAM/ASA J. Uncertain. Quantif. 10, 1513--1532 (2022; Zbl 1506.62270) Full Text: DOI arXiv
Resseguier, Valentin; Picard, Agustin M.; Memin, Etienne; Chapron, Bertrand Quantifying truncation-related uncertainties in unsteady fluid dynamics reduced order models. (English) Zbl 1481.60132 SIAM/ASA J. Uncertain. Quantif. 9, 1152-1183 (2021). MSC: 60H35 65M60 65M75 76M35 PDFBibTeX XMLCite \textit{V. Resseguier} et al., SIAM/ASA J. Uncertain. Quantif. 9, 1152--1183 (2021; Zbl 1481.60132) Full Text: DOI
Gunzburger, M.; Iliescu, T.; Mohebujjaman, M.; Schneier, M. An evolve-filter-relax stabilized reduced order stochastic collocation method for the time-dependent Navier-Stokes equations. (English) Zbl 1428.65029 SIAM/ASA J. Uncertain. Quantif. 7, 1162-1184 (2019). MSC: 65M15 65M60 65M12 76D05 35Q30 65C30 PDFBibTeX XMLCite \textit{M. Gunzburger} et al., SIAM/ASA J. Uncertain. Quantif. 7, 1162--1184 (2019; Zbl 1428.65029) Full Text: DOI
Dasgupta, Agnimitra; Ghosh, Debraj Failure probability estimation of linear time varying systems by progressive refinement of reduced order models. (English) Zbl 1454.60104 SIAM/ASA J. Uncertain. Quantif. 7, 1007-1028 (2019). MSC: 60H35 34F05 93E03 PDFBibTeX XMLCite \textit{A. Dasgupta} and \textit{D. Ghosh}, SIAM/ASA J. Uncertain. Quantif. 7, 1007--1028 (2019; Zbl 1454.60104) Full Text: DOI
Heinkenschloss, Matthias; Kramer, Boris; Takhtaganov, Timur; Willcox, Karen Conditional-value-at-risk estimation via reduced-order models. (English) Zbl 1405.35263 SIAM/ASA J. Uncertain. Quantif. 6, 1395-1423 (2018). MSC: 35R60 62H12 91G60 91G80 65Y20 91B30 PDFBibTeX XMLCite \textit{M. Heinkenschloss} et al., SIAM/ASA J. Uncertain. Quantif. 6, 1395--1423 (2018; Zbl 1405.35263) Full Text: DOI
Shulkind, Gal; Horesh, Lior; Avron, Haim Experimental design for nonparametric correction of misspecified dynamical models. (English) Zbl 1403.62140 SIAM/ASA J. Uncertain. Quantif. 6, 880-906 (2018). MSC: 62K05 37M05 62G08 68T05 60G15 PDFBibTeX XMLCite \textit{G. Shulkind} et al., SIAM/ASA J. Uncertain. Quantif. 6, 880--906 (2018; Zbl 1403.62140) Full Text: DOI arXiv
Qian, Elizabeth; Peherstorfer, Benjamin; O’Malley, Daniel; Vesselinov, Velimir V.; Willcox, Karen Multifidelity Monte Carlo estimation of variance and sensitivity indices. (English) Zbl 1394.62175 SIAM/ASA J. Uncertain. Quantif. 6, 683-706 (2018). MSC: 62P30 65C05 PDFBibTeX XMLCite \textit{E. Qian} et al., SIAM/ASA J. Uncertain. Quantif. 6, 683--706 (2018; Zbl 1394.62175) Full Text: DOI
Pagani, Stefano; Manzoni, Andrea; Quarteroni, Alfio Efficient state/parameter estimation in nonlinear unsteady PDEs by a reduced basis ensemble Kalman filter. (English) Zbl 1398.65280 SIAM/ASA J. Uncertain. Quantif. 5, 890-921 (2017). MSC: 65N21 65N30 35R30 PDFBibTeX XMLCite \textit{S. Pagani} et al., SIAM/ASA J. Uncertain. Quantif. 5, 890--921 (2017; Zbl 1398.65280) Full Text: DOI
Chen, Peng; Quarteroni, Alfio; Rozza, Gianluigi Reduced basis methods for uncertainty quantification. (English) Zbl 1400.65010 SIAM/ASA J. Uncertain. Quantif. 5, 813-869 (2017). MSC: 65C30 60H15 65N12 65N15 65N35 PDFBibTeX XMLCite \textit{P. Chen} et al., SIAM/ASA J. Uncertain. Quantif. 5, 813--869 (2017; Zbl 1400.65010) Full Text: DOI
Newsum, Craig J.; Powell, Catherine E. Efficient reduced basis methods for saddle point problems with applications in groundwater flow. (English) Zbl 1398.65282 SIAM/ASA J. Uncertain. Quantif. 5, 1248-1278 (2017). MSC: 65N22 65N30 35R60 60H35 35Q35 76M10 76S05 PDFBibTeX XMLCite \textit{C. J. Newsum} and \textit{C. E. Powell}, SIAM/ASA J. Uncertain. Quantif. 5, 1248--1278 (2017; Zbl 1398.65282) Full Text: DOI
Drohmann, Martin; Carlberg, Kevin The ROMES method for statistical modeling of reduced-order-model error. (English) Zbl 1322.65029 SIAM/ASA J. Uncertain. Quantif. 3, 116-145 (2015). MSC: 65C60 62J10 62J02 PDFBibTeX XMLCite \textit{M. Drohmann} and \textit{K. Carlberg}, SIAM/ASA J. Uncertain. Quantif. 3, 116--145 (2015; Zbl 1322.65029) Full Text: DOI arXiv