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Chen, Xiaoli; Duan, Jinqiao; Karniadakis, George Em Learning and meta-learning of stochastic advection-diffusion-reaction systems from sparse measurements. (English) Zbl 07441294 Eur. J. Appl. Math. 32, No. 3, 397-420 (2021). MSC: 68T05 35R30 PDF BibTeX XML Cite \textit{X. Chen} et al., Eur. J. Appl. Math. 32, No. 3, 397--420 (2021; Zbl 07441294) Full Text: DOI arXiv
Soize, C.; Ghanem, R. Polynomial chaos representation of databases on manifolds. (English) Zbl 1375.60028 J. Comput. Phys. 335, 201-221 (2017). MSC: 60B20 62-07 60H15 PDF BibTeX XML Cite \textit{C. Soize} and \textit{R. Ghanem}, J. Comput. Phys. 335, 201--221 (2017; Zbl 1375.60028) Full Text: DOI Link
Soize, C.; Desceliers, C. Computational aspects for constructing realizations of polynomial chaos in high dimension. (English) Zbl 1225.60118 SIAM J. Sci. Comput. 32, No. 5, 2820-2831 (2010). Reviewer: Evelyn Buckwar (Edinburgh) MSC: 60H35 65C50 60H25 60K40 60H15 PDF BibTeX XML Cite \textit{C. Soize} and \textit{C. Desceliers}, SIAM J. Sci. Comput. 32, No. 5, 2820--2831 (2010; Zbl 1225.60118) Full Text: DOI Link