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
Lei, Huan; Li, Jing; Gao, Peiyuan; Stinis, Panagiotis; Baker, Nathan A. A data-driven framework for sparsity-enhanced surrogates with arbitrary mutually dependent randomness. (English) Zbl 1441.60004 Comput. Methods Appl. Mech. Eng. 350, 199-227 (2019). MSC: 60-08 62H25 PDF BibTeX XML Cite \textit{H. Lei} et al., Comput. Methods Appl. Mech. Eng. 350, 199--227 (2019; Zbl 1441.60004) 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
Sinsbeck, Michael; Nowak, Wolfgang Sequential design of computer experiments for the solution of Bayesian inverse problems. (English) Zbl 1387.62093 SIAM/ASA J. Uncertain. Quantif. 5, 640-664 (2017). MSC: 62L05 62F15 65C60 PDF BibTeX XML Cite \textit{M. Sinsbeck} and \textit{W. Nowak}, SIAM/ASA J. Uncertain. Quantif. 5, 640--664 (2017; Zbl 1387.62093) 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
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