Ou, Na; Lin, Guang; Jiang, Lijian A low-rank approximated multiscale method for PDEs with random coefficients. (English) Zbl 1453.65435 Multiscale Model. Simul. 18, No. 4, 1595-1620 (2020). MSC: 65N99 65N30 35R60 PDF BibTeX XML Cite \textit{N. Ou} et al., Multiscale Model. Simul. 18, No. 4, 1595--1620 (2020; Zbl 1453.65435) Full Text: DOI
Sung, Chih-Li; Hung, Ying; Rittase, William; Zhu, Cheng; Wu, C. F. J. Calibration for computer experiments with binary responses and application to cell adhesion study. (English) Zbl 1452.62592 J. Am. Stat. Assoc. 115, No. 532, 1664-1674 (2020). MSC: 62K25 62P10 62G05 PDF BibTeX XML Cite \textit{C.-L. Sung} et al., J. Am. Stat. Assoc. 115, No. 532, 1664--1674 (2020; Zbl 1452.62592) Full Text: DOI
Rumsey, Kellin; Huerta, Gabriel; Brown, Justin; Hund, Lauren Dealing with measurement uncertainties as nuisance parameters in Bayesian model calibration. (English) Zbl 07283160 SIAM/ASA J. Uncertain. Quantif. 8, 1287-1309 (2020). MSC: 62F15 62F30 62-08 62P30 PDF BibTeX XML Cite \textit{K. Rumsey} et al., SIAM/ASA J. Uncertain. Quantif. 8, 1287--1309 (2020; Zbl 07283160) Full Text: DOI
Marque-Pucheu, Sophie; Perrin, Guillaume; Garnier, Josselin An efficient dimension reduction for the Gaussian process emulation of two nested codes with functional outputs. (English) Zbl 07255803 Comput. Stat. 35, No. 3, 1059-1099 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{S. Marque-Pucheu} et al., Comput. Stat. 35, No. 3, 1059--1099 (2020; Zbl 07255803) Full Text: DOI
Gu, Mengyang; Shen, Weining Generalized probabilistic principal component analysis of correlated data. (English) Zbl 07255044 J. Mach. Learn. Res. 21, Paper No. 13, 41 p. (2020). MSC: 68T05 PDF BibTeX XML Cite \textit{M. Gu} and \textit{W. Shen}, J. Mach. Learn. Res. 21, Paper No. 13, 41 p. (2020; Zbl 07255044) Full Text: Link
Lee, Ben Seiyon; Haran, Murali; Fuller, Robert W.; Pollard, David; Keller, Klaus A fast particle-based approach for calibrating a 3-D model of the Antarctic ice sheet. (English) Zbl 1446.62298 Ann. Appl. Stat. 14, No. 2, 605-634 (2020). MSC: 62P12 62L12 65C05 86A08 62-08 PDF BibTeX XML Cite \textit{B. S. Lee} et al., Ann. Appl. Stat. 14, No. 2, 605--634 (2020; Zbl 1446.62298) Full Text: DOI Euclid
Chen, Chen; Liao, Qifeng ANOVA Gaussian process modeling for high-dimensional stochastic computational models. (English) Zbl 1437.62286 J. Comput. Phys. 416, Article ID 109519, 16 p. (2020). MSC: 62J10 65C20 60G15 35R60 76M35 76D07 PDF BibTeX XML Cite \textit{C. Chen} and \textit{Q. Liao}, J. Comput. Phys. 416, Article ID 109519, 16 p. (2020; Zbl 1437.62286) Full Text: DOI
Chatterjee, Tanmoy; Adhikari, Sondipon; Friswell, Michael I. Uncertainty propagation in dynamic sub-structuring by model reduction integrated domain decomposition. (English) Zbl 1442.74251 Comput. Methods Appl. Mech. Eng. 366, Article ID 113060, 22 p. (2020). MSC: 74S60 65N55 PDF BibTeX XML Cite \textit{T. Chatterjee} et al., Comput. Methods Appl. Mech. Eng. 366, Article ID 113060, 22 p. (2020; Zbl 1442.74251) Full Text: DOI
Perrin, Guillaume; Soize, Christian Adaptive method for indirect identification of the statistical properties of random fields in a Bayesian framework. (English) Zbl 07206115 Comput. Stat. 35, No. 1, 111-133 (2020). MSC: 65C60 PDF BibTeX XML Cite \textit{G. Perrin} and \textit{C. Soize}, Comput. Stat. 35, No. 1, 111--133 (2020; Zbl 07206115) Full Text: DOI
Alawieh, Leen; Goodman, Jonathan; Bell, John B. Iterative construction of Gaussian process surrogate models for Bayesian inference. (English) Zbl 1437.62105 J. Stat. Plann. Inference 207, 55-72 (2020). MSC: 62F15 60G15 68T05 62P30 PDF BibTeX XML Cite \textit{L. Alawieh} et al., J. Stat. Plann. Inference 207, 55--72 (2020; Zbl 1437.62105) Full Text: DOI
Wu, Xu; Shirvan, Koroush; Kozlowski, Tomasz Demonstration of the relationship between sensitivity and identifiability for inverse uncertainty quantification. (English) Zbl 1453.62402 J. Comput. Phys. 396, 12-30 (2019). MSC: 62F10 62F15 PDF BibTeX XML Cite \textit{X. Wu} et al., J. Comput. Phys. 396, 12--30 (2019; Zbl 1453.62402) Full Text: DOI
Salter, James M.; Williamson, Daniel B.; Scinocca, John; Kharin, Viatcheslav Uncertainty quantification for computer models with spatial output using calibration-optimal bases. (English) Zbl 1428.62117 J. Am. Stat. Assoc. 114, No. 528, 1800-1814 (2019). MSC: 62F15 62H11 62P12 PDF BibTeX XML Cite \textit{J. M. Salter} et al., J. Am. Stat. Assoc. 114, No. 528, 1800--1814 (2019; Zbl 1428.62117) Full Text: DOI
Francom, Devin; Sansó, Bruno; Bulaevskaya, Vera; Lucas, Donald; Simpson, Matthew Inferring atmospheric release characteristics in a large computer experiment using Bayesian adaptive splines. (English) Zbl 1428.86014 J. Am. Stat. Assoc. 114, No. 528, 1450-1465 (2019). MSC: 86A10 62P35 PDF BibTeX XML Cite \textit{D. Francom} et al., J. Am. Stat. Assoc. 114, No. 528, 1450--1465 (2019; Zbl 1428.86014) Full Text: DOI
Gopalan, Giri; Hrafnkelsson, Birgir; Wikle, Christopher K.; Rue, Håvard; Aðalgeirsdóttir, Guðfinna; Jarosch, Alexander H.; Pálsson, Finnur A hierarchical spatiotemporal statistical model motivated by glaciology. (English) Zbl 1427.86011 J. Agric. Biol. Environ. Stat. 24, No. 4, 669-692 (2019). MSC: 86A32 62F15 62P12 86A30 PDF BibTeX XML Cite \textit{G. Gopalan} et al., J. Agric. Biol. Environ. Stat. 24, No. 4, 669--692 (2019; Zbl 1427.86011) Full Text: DOI
Zhang, Ru; Lin, C. Devon; Ranjan, Pritam A sequential design approach for calibrating dynamic computer simulators. (English) Zbl 1430.62178 SIAM/ASA J. Uncertain. Quantif. 7, 1245-1274 (2019). MSC: 62L05 62-08 62M10 PDF BibTeX XML Cite \textit{R. Zhang} et al., SIAM/ASA J. Uncertain. Quantif. 7, 1245--1274 (2019; Zbl 1430.62178) Full Text: DOI
Vernon, Ian; Jackson, Samuel E.; Cumming, Jonathan A. Known boundary emulation of complex computer models. (English) Zbl 1430.62238 SIAM/ASA J. Uncertain. Quantif. 7, 838-876 (2019). MSC: 62P10 62F15 92C42 PDF BibTeX XML Cite \textit{I. Vernon} et al., SIAM/ASA J. Uncertain. Quantif. 7, 838--876 (2019; Zbl 1430.62238) Full Text: DOI
Osthus, Dave; Vander Wiel, Scott A.; Hoffman, Nelson M.; Wysocki, Frederick J. Prediction uncertainties beyond the range of experience: a case study in inertial confinement fusion implosion experiments. (English) Zbl 1430.62263 SIAM/ASA J. Uncertain. Quantif. 7, 604-633 (2019). MSC: 62P35 62-08 PDF BibTeX XML Cite \textit{D. Osthus} et al., SIAM/ASA J. Uncertain. Quantif. 7, 604--633 (2019; Zbl 1430.62263) Full Text: DOI
Tuo, Rui Adjustments to computer models via projected kernel calibration. (English) Zbl 1430.62261 SIAM/ASA J. Uncertain. Quantif. 7, 553-578 (2019). MSC: 62P30 62A01 62F12 62F15 62-08 PDF BibTeX XML Cite \textit{R. Tuo}, SIAM/ASA J. Uncertain. Quantif. 7, 553--578 (2019; Zbl 1430.62261) Full Text: DOI
Gu, Mengyang Jointly robust prior for Gaussian stochastic process in emulation, calibration and variable selection. (English) Zbl 1421.62055 Bayesian Anal. 14, No. 3, 857-885 (2019). MSC: 62G35 60G15 PDF BibTeX XML Cite \textit{M. Gu}, Bayesian Anal. 14, No. 3, 857--885 (2019; Zbl 1421.62055) Full Text: DOI Euclid
Mohammadi, Hossein; Challenor, Peter; Goodfellow, Marc Emulating dynamic non-linear simulators using Gaussian processes. (English) Zbl 07080194 Comput. Stat. Data Anal. 139, 178-196 (2019). MSC: 62 PDF BibTeX XML Cite \textit{H. Mohammadi} et al., Comput. Stat. Data Anal. 139, 178--196 (2019; Zbl 07080194) Full Text: DOI
Osthus, Dave; Gattiker, James; Priedhorsky, Reid; Del Valle, Sara Y. Dynamic Bayesian influenza forecasting in the United States with hierarchical discrepancy (with discussion). (English) Zbl 1416.62612 Bayesian Anal. 14, No. 1, 261-312 (2019). MSC: 62P10 62M20 92C60 PDF BibTeX XML Cite \textit{D. Osthus} et al., Bayesian Anal. 14, No. 1, 261--312 (2019; Zbl 1416.62612) Full Text: DOI Euclid
Hwang, Youngdeok; Kim, Hang J.; Chang, Won; Yeo, Kyongmin; Kim, Yongku Bayesian pollution source identification via an inverse physics model. (English) Zbl 07027265 Comput. Stat. Data Anal. 134, 76-92 (2019). MSC: 62 PDF BibTeX XML Cite \textit{Y. Hwang} et al., Comput. Stat. Data Anal. 134, 76--92 (2019; Zbl 07027265) Full Text: DOI
Gladish, Daniel W.; Darnell, Ross; Thorburn, Peter J.; Haldankar, Bhakti Emulated multivariate global sensitivity analysis for complex computer models applied to agricultural simulators. (English) Zbl 1426.62342 J. Agric. Biol. Environ. Stat. 24, No. 1, 130-153 (2019). MSC: 62P12 PDF BibTeX XML Cite \textit{D. W. Gladish} et al., J. Agric. Biol. Environ. Stat. 24, No. 1, 130--153 (2019; Zbl 1426.62342) Full Text: DOI
Mak, Simon; Sung, Chih-Li; Wang, Xingjian; Yeh, Shiang-Ting; Chang, Yu-Hung; Joseph, V. Roshan; Yang, Vigor; Wu, C. F. Jeff An efficient surrogate model for emulation and physics extraction of large eddy simulations. (English) Zbl 1409.62258 J. Am. Stat. Assoc. 113, No. 524, 1443-1456 (2018). MSC: 62P30 62K99 76F55 76F65 PDF BibTeX XML Cite \textit{S. Mak} et al., J. Am. Stat. Assoc. 113, No. 524, 1443--1456 (2018; Zbl 1409.62258) Full Text: DOI
Guillas, Serge; Sarri, Andria; Day, Simon J.; Liu, Xiaoyu; Dias, Frederic Functional emulation of high resolution tsunami modelling over cascadia. (English) Zbl 1411.62337 Ann. Appl. Stat. 12, No. 4, 2023-2053 (2018). MSC: 62P12 62M10 PDF BibTeX XML Cite \textit{S. Guillas} et al., Ann. Appl. Stat. 12, No. 4, 2023--2053 (2018; Zbl 1411.62337) Full Text: DOI Euclid
Oliver, Dean S.; Alfonzo, Miguel Calibration of imperfect models to biased observations. (English) Zbl 1405.86024 Comput. Geosci. 22, No. 1, 145-161 (2018). MSC: 86A32 62M10 PDF BibTeX XML Cite \textit{D. S. Oliver} and \textit{M. Alfonzo}, Comput. Geosci. 22, No. 1, 145--161 (2018; Zbl 1405.86024) Full Text: DOI
Fadikar, Arindam; Higdon, Dave; Chen, Jiangzhuo; Lewis, Bryan; Venkatramanan, Srinivasan; Marathe, Madhav Calibrating a stochastic, agent-based model using quantile-based emulation. (English) Zbl 1409.62111 SIAM/ASA J. Uncertain. Quantif. 6, 1685-1706 (2018). MSC: 62H12 62F15 62P10 60G15 62M10 PDF BibTeX XML Cite \textit{A. Fadikar} et al., SIAM/ASA J. Uncertain. Quantif. 6, 1685--1706 (2018; Zbl 1409.62111) Full Text: DOI
Gu, Mengyang; Wang, Long Scaled Gaussian stochastic process for computer model calibration and prediction. (English) Zbl 1409.62185 SIAM/ASA J. Uncertain. Quantif. 6, 1555-1583 (2018). MSC: 62M30 62F15 62P30 60G15 PDF BibTeX XML Cite \textit{M. Gu} and \textit{L. Wang}, SIAM/ASA J. Uncertain. Quantif. 6, 1555--1583 (2018; Zbl 1409.62185) Full Text: DOI
Gladish, Daniel W.; Pagendam, Daniel E.; Peeters, Luk J. M.; Kuhnert, Petra M.; Vaze, Jai Emulation engines: choice and quantification of uncertainty for complex hydrological models. (English) Zbl 1391.62272 J. Agric. Biol. Environ. Stat. 23, No. 1, 39-62 (2018). MSC: 62P12 62F15 68T05 PDF BibTeX XML Cite \textit{D. W. Gladish} et al., J. Agric. Biol. Environ. Stat. 23, No. 1, 39--62 (2018; Zbl 1391.62272) Full Text: DOI
Ryu, Duchwan; Bilgili, Devrim; Ergönül, Önder; Ebrahimi, Nader Bayesian analysis of multiple-inflation Poisson models and its application to infection data. (English) Zbl 1395.62216 Braz. J. Probab. Stat. 32, No. 2, 239-261 (2018). MSC: 62J12 62F15 62P10 PDF BibTeX XML Cite \textit{D. Ryu} et al., Braz. J. Probab. Stat. 32, No. 2, 239--261 (2018; Zbl 1395.62216) Full Text: DOI Euclid
Morrison, Rebecca E.; Oliver, Todd A.; Moser, Robert D. Representing model inadequacy: a stochastic operator approach. (English) Zbl 1396.65014 SIAM/ASA J. Uncertain. Quantif. 6, 457-496 (2018). MSC: 65C50 62F15 PDF BibTeX XML Cite \textit{R. E. Morrison} et al., SIAM/ASA J. Uncertain. Quantif. 6, 457--496 (2018; Zbl 1396.65014) Full Text: DOI
Hepler, Staci A.; Herbei, Radu A Monte Carlo approach to quantifying discrepancies between intractable posterior distributions. (English) Zbl 07192022 J. Stat. Comput. Simulation 87, No. 8, 1666-1683 (2017). MSC: 62 PDF BibTeX XML Cite \textit{S. A. Hepler} and \textit{R. Herbei}, J. Stat. Comput. Simulation 87, No. 8, 1666--1683 (2017; Zbl 07192022) Full Text: DOI
Drignei, Dorin An estimation algorithm for fast Kriging surrogates of computer models with unstructured multiple outputs. (English) Zbl 1439.62017 Comput. Methods Appl. Mech. Eng. 321, 35-45 (2017). MSC: 62-08 62H12 PDF BibTeX XML Cite \textit{D. Drignei}, Comput. Methods Appl. Mech. Eng. 321, 35--45 (2017; Zbl 1439.62017) Full Text: DOI
Franck, I. M.; Koutsourelakis, P. S. Multimodal, high-dimensional, model-based, Bayesian inverse problems with applications in biomechanics. (English) Zbl 1407.62076 J. Comput. Phys. 329, 91-125 (2017). MSC: 62F15 65C05 92C10 PDF BibTeX XML Cite \textit{I. M. Franck} and \textit{P. S. Koutsourelakis}, J. Comput. Phys. 329, 91--125 (2017; Zbl 1407.62076) Full Text: DOI
Shah, A. A.; Xing, W. W.; Triantafyllidis, V. Reduced-order modelling of parameter-dependent, linear and nonlinear dynamic partial differential equation models. (English) Zbl 1404.65212 Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 473, No. 2200, Article ID 20160809, 21 p. (2017). MSC: 65M99 35K15 PDF BibTeX XML Cite \textit{A. A. Shah} et al., Proc. R. Soc. Lond., A, Math. Phys. Eng. Sci. 473, No. 2200, Article ID 20160809, 21 p. (2017; Zbl 1404.65212) Full Text: DOI
Leatherman, Erin R.; Dean, Angela M.; Santner, Thomas J. Designing combined physical and computer experiments to maximize prediction accuracy. (English) Zbl 06917618 Comput. Stat. Data Anal. 113, 346-362 (2017). MSC: 62 PDF BibTeX XML Cite \textit{E. R. Leatherman} et al., Comput. Stat. Data Anal. 113, 346--362 (2017; Zbl 06917618) Full Text: DOI
Cesmelioglu, A.; Song, M.; Drignei, D. Physics-based kriging surrogates for a class of finite element codes. (English) Zbl 1386.65057 SIAM/ASA J. Uncertain. Quantif. 5, 870-889 (2017). MSC: 65C60 65N30 35Q62 62H11 PDF BibTeX XML Cite \textit{A. Cesmelioglu} et al., SIAM/ASA J. Uncertain. Quantif. 5, 870--889 (2017; Zbl 1386.65057) Full Text: DOI
Chen, Hao; Loeppky, Jason L.; Welch, William J. Flexible correlation structure for accurate prediction and uncertainty quantification in Bayesian Gaussian process emulation of a computer model. (English) Zbl 1390.60134 SIAM/ASA J. Uncertain. Quantif. 5, 598-620 (2017). MSC: 60G15 62F15 62G15 62M20 PDF BibTeX XML Cite \textit{H. Chen} et al., SIAM/ASA J. Uncertain. Quantif. 5, 598--620 (2017; Zbl 1390.60134) Full Text: DOI
Karagiannis, Georgios; Lin, Guang On the Bayesian calibration of computer model mixtures through experimental data, and the design of predictive models. (English) Zbl 1376.86005 J. Comput. Phys. 342, 139-160 (2017). MSC: 86A10 62F15 65C05 PDF BibTeX XML Cite \textit{G. Karagiannis} and \textit{G. Lin}, J. Comput. Phys. 342, 139--160 (2017; Zbl 1376.86005) Full Text: DOI
Zaytsev, A.; Burnaev, E. Large scale variable fidelity surrogate modeling. (English) Zbl 1374.60067 Ann. Math. Artif. Intell. 81, No. 1-2, 167-186 (2017). MSC: 60G15 65F30 62G08 PDF BibTeX XML Cite \textit{A. Zaytsev} and \textit{E. Burnaev}, Ann. Math. Artif. Intell. 81, No. 1--2, 167--186 (2017; Zbl 1374.60067) Full Text: DOI
Xing, W. W.; Triantafyllidis, V.; Shah, A. A.; Nair, P. B.; Zabaras, N. Manifold learning for the emulation of spatial fields from computational models. (English) Zbl 1373.68340 J. Comput. Phys. 326, 666-690 (2016). MSC: 68T05 35B30 60G15 62H25 68U20 PDF BibTeX XML Cite \textit{W. W. Xing} et al., J. Comput. Phys. 326, 666--690 (2016; Zbl 1373.68340) Full Text: DOI
Bowman, Veronica E.; Woods, David C. Emulation of multivariate simulators using thin-plate splines with application to atmospheric dispersion. (English) Zbl 1352.62107 SIAM/ASA J. Uncertain. Quantif. 4, 1323-1344 (2016). MSC: 62J05 62P12 62M30 62H25 PDF BibTeX XML Cite \textit{V. E. Bowman} and \textit{D. C. Woods}, SIAM/ASA J. Uncertain. Quantif. 4, 1323--1344 (2016; Zbl 1352.62107) Full Text: DOI
Machac, David; Reichert, Peter; Albert, Carlo Emulation of dynamic simulators with application to hydrology. (English) Zbl 1349.86023 J. Comput. Phys. 313, 352-366 (2016). MSC: 86A05 00A72 PDF BibTeX XML Cite \textit{D. Machac} et al., J. Comput. Phys. 313, 352--366 (2016; Zbl 1349.86023) Full Text: DOI
Tuo, Rui; Jeff Wu, C. F. A theoretical framework for calibration in computer models: parametrization, estimation and convergence properties. (English) Zbl 1383.62354 SIAM/ASA J. Uncertain. Quantif. 4, 767-795 (2016). MSC: 62P30 62F12 62F15 62P35 PDF BibTeX XML Cite \textit{R. Tuo} and \textit{C. F. Jeff Wu}, SIAM/ASA J. Uncertain. Quantif. 4, 767--795 (2016; Zbl 1383.62354) Full Text: DOI
Oyebamiji, Oluwole K.; Edwards, Neil R.; Holden, Philip B.; Garthwaite, Paul H.; Schaphoff, Sibyll; Gerten, Dieter Emulating global climate change impacts on crop yields. (English) Zbl 07259000 Stat. Model. 15, No. 6, 499-525 (2015). MSC: 62 PDF BibTeX XML Cite \textit{O. K. Oyebamiji} et al., Stat. Model. 15, No. 6, 499--525 (2015; Zbl 07259000) Full Text: DOI
Kumar, Arun Sequential tuning of complex computer models. (English) Zbl 07183074 J. Stat. Comput. Simulation 85, No. 2, 393-404 (2015). MSC: 60 62 PDF BibTeX XML Cite \textit{A. Kumar}, J. Stat. Comput. Simulation 85, No. 2, 393--404 (2015; Zbl 07183074) Full Text: DOI
White, Staci A.; Herbei, Radu A Monte Carlo approach to quantifying model error in Bayesian parameter estimation. (English) Zbl 06984132 Comput. Stat. Data Anal. 83, 168-181 (2015). MSC: 62 PDF BibTeX XML Cite \textit{S. A. White} and \textit{R. Herbei}, Comput. Stat. Data Anal. 83, 168--181 (2015; Zbl 06984132) Full Text: DOI
Tuo, Rui; Wu, C. F. Jeff Efficient calibration for imperfect computer models. (English) Zbl 1326.62228 Ann. Stat. 43, No. 6, 2331-2352 (2015). MSC: 62P30 62A01 62F12 PDF BibTeX XML Cite \textit{R. Tuo} and \textit{C. F. J. Wu}, Ann. Stat. 43, No. 6, 2331--2352 (2015; Zbl 1326.62228) Full Text: DOI Euclid
Choi, Taeryon; Woo, Yoonsung A partially linear model using a Gaussian process prior. (English) Zbl 1327.62137 Commun. Stat., Simulation Comput. 44, No. 7, 1770-1786 (2015). MSC: 62F15 62G08 PDF BibTeX XML Cite \textit{T. Choi} and \textit{Y. Woo}, Commun. Stat., Simulation Comput. 44, No. 7, 1770--1786 (2015; Zbl 1327.62137) Full Text: DOI
Leeds, W. B.; Wikle, C. K.; Fiechter, J. Emulator-assisted reduced-rank ecological data assimilation for nonlinear multivariate dynamical spatio-temporal processes. (English) Zbl 07035561 Stat. Methodol. 17, 126-138 (2014). MSC: 62 PDF BibTeX XML Cite \textit{W. B. Leeds} et al., Stat. Methodol. 17, 126--138 (2014; Zbl 07035561) Full Text: DOI
Nott, David J.; Marshall, Lucy; Fielding, Mark; Liong, Shie-Yui Mixtures of experts for understanding model discrepancy in dynamic computer models. (English) Zbl 06975403 Comput. Stat. Data Anal. 71, 491-505 (2014). MSC: 62 PDF BibTeX XML Cite \textit{D. J. Nott} et al., Comput. Stat. Data Anal. 71, 491--505 (2014; Zbl 06975403) Full Text: DOI
Plumlee, Matthew Fast prediction of deterministic functions using sparse grid experimental designs. (English) Zbl 1368.65017 J. Am. Stat. Assoc. 109, No. 508, 1581-1591 (2014). MSC: 65C60 60G15 60G60 PDF BibTeX XML Cite \textit{M. Plumlee}, J. Am. Stat. Assoc. 109, No. 508, 1581--1591 (2014; Zbl 1368.65017) Full Text: DOI
Ling, You; Mullins, Joshua; Mahadevan, Sankaran Selection of model discrepancy priors in Bayesian calibration. (English) Zbl 1349.62082 J. Comput. Phys. 276, 665-680 (2014). MSC: 62F15 PDF BibTeX XML Cite \textit{Y. Ling} et al., J. Comput. Phys. 276, 665--680 (2014; Zbl 1349.62082) Full Text: DOI
Kleijnen, Jack P. C.; Mehdad, Ehsan Multivariate versus univariate Kriging metamodels for multi-response simulation models. (English) Zbl 1317.62048 Eur. J. Oper. Res. 236, No. 2, 573-582 (2014). MSC: 62H11 62H12 62M09 PDF BibTeX XML Cite \textit{J. P. C. Kleijnen} and \textit{E. Mehdad}, Eur. J. Oper. Res. 236, No. 2, 573--582 (2014; Zbl 1317.62048) Full Text: DOI
Tagade, Piyush M.; Choi, Han-Lim A generalized polynomial chaos-based method for efficient Bayesian calibration of uncertain computational models. (English) Zbl 1308.62048 Inverse Probl. Sci. Eng. 22, No. 4, 602-624 (2014). MSC: 62F15 60G15 65C20 33C45 PDF BibTeX XML Cite \textit{P. M. Tagade} and \textit{H.-L. Choi}, Inverse Probl. Sci. Eng. 22, No. 4, 602--624 (2014; Zbl 1308.62048) Full Text: DOI arXiv
Chang, Won; Haran, Murali; Olson, Roman; Keller, Klaus Fast dimension-reduced climate model calibration and the effect of data aggregation. (English) Zbl 06333771 Ann. Appl. Stat. 8, No. 2, 649-673 (2014). MSC: 62P12 60G15 62H25 62M30 62-08 86A10 86A32 PDF BibTeX XML Cite \textit{W. Chang} et al., Ann. Appl. Stat. 8, No. 2, 649--673 (2014; Zbl 06333771) Full Text: DOI
Svenson, Joshua; Santner, Thomas; Dean, Angela; Moon, Hyejung Estimating sensitivity indices based on Gaussian process metamodels with compactly supported correlation functions. (English) Zbl 1432.62271 J. Stat. Plann. Inference 144, 160-172 (2014). MSC: 62K99 60G15 62F15 PDF BibTeX XML Cite \textit{J. Svenson} et al., J. Stat. Plann. Inference 144, 160--172 (2014; Zbl 1432.62271) Full Text: DOI
Morris, Max D. Maximin distance optimal designs for computer experiments with time-varying inputs and outputs. (English) Zbl 1432.62247 J. Stat. Plann. Inference 144, 63-68 (2014). MSC: 62K05 60G15 PDF BibTeX XML Cite \textit{M. D. Morris}, J. Stat. Plann. Inference 144, 63--68 (2014; Zbl 1432.62247) Full Text: DOI
Stein, Nathan M.; van Dyk, David A.; von Hippel, Ted; Degennaro, Steven; Jeffery, Elizabeth J.; Jefferys, William H. Combining computer models to account for mass loss in stellar evolution. (English) Zbl 07260351 Stat. Anal. Data Min. 6, No. 1, 34-52 (2013). MSC: 62 68 PDF BibTeX XML Cite \textit{N. M. Stein} et al., Stat. Anal. Data Min. 6, No. 1, 34--52 (2013; Zbl 07260351) Full Text: DOI
Pau, George Shu Heng; Zhang, Yingqi; Finsterle, Stefan Reduced order models for many-query subsurface flow applications. (English) Zbl 1387.76085 Comput. Geosci. 17, No. 4, 705-721 (2013). MSC: 76M25 76S05 PDF BibTeX XML Cite \textit{G. S. H. Pau} et al., Comput. Geosci. 17, No. 4, 705--721 (2013; Zbl 1387.76085) Full Text: DOI
Bilionis, Ilias; Zabaras, Nicholas; Konomi, Bledar A.; Lin, Guang Multi-output separable Gaussian process: towards an efficient, fully Bayesian paradigm for uncertainty quantification. (English) Zbl 1349.76760 J. Comput. Phys. 241, 212-239 (2013). MSC: 76M35 PDF BibTeX XML Cite \textit{I. Bilionis} et al., J. Comput. Phys. 241, 212--239 (2013; Zbl 1349.76760) Full Text: DOI
Hooten, Mevin B.; Garlick, Martha J.; Powell, James A. Computationally efficient statistical differential equation modeling using homogenization. (English) Zbl 1303.62075 J. Agric. Biol. Environ. Stat. 18, No. 3, 405-428 (2013). MSC: 62P12 62F15 92D40 PDF BibTeX XML Cite \textit{M. B. Hooten} et al., J. Agric. Biol. Environ. Stat. 18, No. 3, 405--428 (2013; Zbl 1303.62075) Full Text: DOI
Oden, J. Tinsley; Prudencio, Ernesto E.; Bauman, Paul T. Virtual model validation of complex multiscale systems: applications to nonlinear elastostatics. (English) Zbl 1286.62016 Comput. Methods Appl. Mech. Eng. 266, 162-184 (2013). MSC: 62B15 62F15 62P30 74B20 94A17 PDF BibTeX XML Cite \textit{J. T. Oden} et al., Comput. Methods Appl. Mech. Eng. 266, 162--184 (2013; Zbl 1286.62016) Full Text: DOI
Jia, Gaofeng; Taflanidis, Alexandros A. Kriging metamodeling for approximation of high-dimensional wave and surge responses in real-time storm/hurricane risk assessment. (English) Zbl 1286.86018 Comput. Methods Appl. Mech. Eng. 261-262, 24-38 (2013). MSC: 86A32 86A05 86A10 91B30 PDF BibTeX XML Cite \textit{G. Jia} and \textit{A. A. Taflanidis}, Comput. Methods Appl. Mech. Eng. 261--262, 24--38 (2013; Zbl 1286.86018) Full Text: DOI
Kleiber, William; Sain, Stephan R.; Heaton, Matthew J.; Wiltberger, Michael; Reese, C. Shane; Bingham, Derek Parameter tuning for a multi-fidelity dynamical model of the magnetosphere. (English) Zbl 1283.62243 Ann. Appl. Stat. 7, No. 3, 1286-1310 (2013). MSC: 62P35 86A10 62L05 86A32 PDF BibTeX XML Cite \textit{W. Kleiber} et al., Ann. Appl. Stat. 7, No. 3, 1286--1310 (2013; Zbl 1283.62243) Full Text: DOI Euclid
Drignei, Dorin; Popescu, Dalia Eugenia Fast regression surrogates for computer models with time-dependent outputs. (English) Zbl 1431.62696 J. Stat. Comput. Simulation 83, No. 6, 1058-1067 (2013). MSC: 62P35 PDF BibTeX XML Cite \textit{D. Drignei} and \textit{D. E. Popescu}, J. Stat. Comput. Simulation 83, No. 6, 1058--1067 (2013; Zbl 1431.62696) Full Text: DOI
Overstall, Antony M.; Woods, David C. A strategy for Bayesian inference for computationally expensive models with application to the estimation of stem cell properties. (English) Zbl 1274.62851 Biometrics 69, No. 2, 458-468 (2013). MSC: 62P10 62F15 65C60 92C37 PDF BibTeX XML Cite \textit{A. M. Overstall} and \textit{D. C. Woods}, Biometrics 69, No. 2, 458--468 (2013; Zbl 1274.62851) Full Text: DOI
Chakraborty, Avishek; Mallick, Bani K.; McClarren, Ryan G.; Kuranz, Carolyn C.; Bingham, Derek; Grosskopf, Michael J.; Rutter, Erica M.; Stripling, Hayes F.; Drake, R. Paul Spline-based emulators for radiative shock experiments with measurement error. (English) Zbl 06195949 J. Am. Stat. Assoc. 108, No. 502, 411-428 (2013). MSC: 62 PDF BibTeX XML Cite \textit{A. Chakraborty} et al., J. Am. Stat. Assoc. 108, No. 502, 411--428 (2013; Zbl 06195949) Full Text: DOI
Bilionis, Ilias; Zabaras, Nicholas Multi-output local Gaussian process regression: applications to uncertainty quantification. (English) Zbl 1277.60066 J. Comput. Phys. 231, No. 17, 5718-5746 (2012). MSC: 60G15 60H35 60H10 PDF BibTeX XML Cite \textit{I. Bilionis} and \textit{N. Zabaras}, J. Comput. Phys. 231, No. 17, 5718--5746 (2012; Zbl 1277.60066) Full Text: DOI
Yee, Eugene Inverse dispersion for an unknown number of sources: model selection and uncertainty analysis. (English) Zbl 1264.62027 ISRN Appl. Math. 2012, Article ID 465320, 20 p. (2012). MSC: 62F15 65C60 62P12 PDF BibTeX XML Cite \textit{E. Yee}, ISRN Appl. Math. 2012, Article ID 465320, 20 p. (2012; Zbl 1264.62027) Full Text: DOI
Paulo, Rui; García-Donato, Gonzalo; Palomo, Jesús Calibration of computer models with multivariate output. (English) Zbl 1255.62187 Comput. Stat. Data Anal. 56, No. 12, 3959-3974 (2012). MSC: 62H99 62M99 68U99 65C60 PDF BibTeX XML Cite \textit{R. Paulo} et al., Comput. Stat. Data Anal. 56, No. 12, 3959--3974 (2012; Zbl 1255.62187) Full Text: DOI
Wilkinson, Richard D.; Vrettas, Michail; Cornford, Dan; Oakley, Jeremy E. Quantifying simulator discrepancy in discrete-time dynamical simulators. (English) Zbl 1306.62361 J. Agric. Biol. Environ. Stat. 16, No. 4, 554-570 (2011). MSC: 62P12 PDF BibTeX XML Cite \textit{R. D. Wilkinson} et al., J. Agric. Biol. Environ. Stat. 16, No. 4, 554--570 (2011; Zbl 1306.62361) Full Text: DOI
House, Leanna Verifying reification with application to a rainfall-runoff computer simulator. (English) Zbl 1306.62291 J. Agric. Biol. Environ. Stat. 16, No. 4, 513-530 (2011). MSC: 62P12 PDF BibTeX XML Cite \textit{L. House}, J. Agric. Biol. Environ. Stat. 16, No. 4, 513--530 (2011; Zbl 1306.62291) Full Text: DOI
Hooten, Mevin B.; Leeds, William B.; Fiechter, Jerome; Wikle, Christopher K. Assessing first-order emulator inference for physical parameters in nonlinear mechanistic models. (English) Zbl 1306.62290 J. Agric. Biol. Environ. Stat. 16, No. 4, 475-494 (2011). MSC: 62P12 PDF BibTeX XML Cite \textit{M. B. Hooten} et al., J. Agric. Biol. Environ. Stat. 16, No. 4, 475--494 (2011; Zbl 1306.62290) Full Text: DOI
Wagner, Tobias; Bröcker, Christoph; Saba, Nicolas; Biermann, Dirk; Matzenmiller, Anton; Steinhoff, Kurt Modelling of a thermomechanically coupled forming process based on functional outputs from a finite element analysis and from experimental measurements. (English) Zbl 07259152 AStA, Adv. Stat. Anal. 94, No. 4, 389-404 (2010). MSC: 62 PDF BibTeX XML Cite \textit{T. Wagner} et al., AStA, Adv. Stat. Anal. 94, No. 4, 389--404 (2010; Zbl 07259152) Full Text: DOI
Levy, Sigal; Steinberg, David M. Computer experiments: a review. (English) Zbl 07259147 AStA, Adv. Stat. Anal. 94, No. 4, 311-324 (2010). MSC: 62 PDF BibTeX XML Cite \textit{S. Levy} and \textit{D. M. Steinberg}, AStA, Adv. Stat. Anal. 94, No. 4, 311--324 (2010; Zbl 07259147) Full Text: DOI
Loeppky, Jason L.; Moore, Leslie M.; Williams, Brian J. Batch sequential designs for computer experiments. (English) Zbl 1185.62142 J. Stat. Plann. Inference 140, No. 6, 1452-1464 (2010). MSC: 62L05 68U20 05B15 65C60 PDF BibTeX XML Cite \textit{J. L. Loeppky} et al., J. Stat. Plann. Inference 140, No. 6, 1452--1464 (2010; Zbl 1185.62142) Full Text: DOI
Conti, Stefano; O’Hagan, Anthony Bayesian emulation of complex multi-output and dynamic computer models. (English) Zbl 1177.62033 J. Stat. Plann. Inference 140, No. 3, 640-651 (2010). MSC: 62F15 68U20 62P12 92D40 PDF BibTeX XML Cite \textit{S. Conti} and \textit{A. O'Hagan}, J. Stat. Plann. Inference 140, No. 3, 640--651 (2010; Zbl 1177.62033) Full Text: DOI
Drignei, Dorin A Kriging approach to the analysis of climate model experiments. (English) Zbl 1306.62268 J. Agric. Biol. Environ. Stat. 14, No. 1, 99-114 (2009). MSC: 62P12 86A32 PDF BibTeX XML Cite \textit{D. Drignei}, J. Agric. Biol. Environ. Stat. 14, No. 1, 99--114 (2009; Zbl 1306.62268) Full Text: DOI
Drignei, Dorin; Forest, Chris E.; Nychka, Doug Parameter estimation for computationally intensive nonlinear regression with an application to climate modeling. (English) Zbl 1168.62063 Ann. Appl. Stat. 2, No. 4, 1217-1230 (2008). MSC: 62J02 86A10 65C60 62P12 PDF BibTeX XML Cite \textit{D. Drignei} et al., Ann. Appl. Stat. 2, No. 4, 1217--1230 (2008; Zbl 1168.62063) Full Text: DOI
Higdon, Dave; Nakhleh, Charles; Gattiker, James; Williams, Brian A Bayesian calibration approach to the thermal problem. (English) Zbl 1388.80005 Comput. Methods Appl. Mech. Eng. 197, No. 29-32, 2431-2441 (2008). MSC: 80M25 80-05 62P35 PDF BibTeX XML Cite \textit{D. Higdon} et al., Comput. Methods Appl. Mech. Eng. 197, No. 29--32, 2431--2441 (2008; Zbl 1388.80005) Full Text: DOI
Bayarri, M. J.; Walsh, D.; Berger, J. O.; Cafeo, J.; Garcia-Donato, G.; Liu, Fei; Palomo, J.; Parthasarathy, R. J.; Paulo, R.; Sacks, J. Computer model validation with functional output. (English) Zbl 1144.62368 Ann. Stat. 35, No. 5, 1874-1906 (2007). MSC: 62P99 65T60 65C60 62P30 PDF BibTeX XML Cite \textit{M. J. Bayarri} et al., Ann. Stat. 35, No. 5, 1874--1906 (2007; Zbl 1144.62368) Full Text: DOI Euclid