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Yan, Liang; Zhou, Tao Stein variational gradient descent with local approximations. (English) Zbl 1507.65016 Comput. Methods Appl. Mech. Eng. 386, Article ID 114087, 20 p. (2021). MSC: 65C05 62F15 PDFBibTeX XMLCite \textit{L. Yan} and \textit{T. Zhou}, Comput. Methods Appl. Mech. Eng. 386, Article ID 114087, 20 p. (2021; Zbl 1507.65016) Full Text: DOI arXiv
Carlon, André Gustavo; Dia, Ben Mansour; Espath, Luis; Lopez, Rafael Holdorf; Tempone, Raúl Nesterov-aided stochastic gradient methods using Laplace approximation for Bayesian design optimization. (English) Zbl 1436.62372 Comput. Methods Appl. Mech. Eng. 363, Article ID 112909, 27 p. (2020). MSC: 62K05 65C05 62L20 62-08 65N21 PDFBibTeX XMLCite \textit{A. G. Carlon} et al., Comput. Methods Appl. Mech. Eng. 363, Article ID 112909, 27 p. (2020; Zbl 1436.62372) Full Text: DOI arXiv
Zhang, Xiaojia Shelly; de Sturler, Eric; Paulino, Glaucio H. Stochastic sampling for deterministic structural topology optimization with many load cases: density-based and ground structure approaches. (English) Zbl 1439.74314 Comput. Methods Appl. Mech. Eng. 325, 463-487 (2017). MSC: 74P15 PDFBibTeX XMLCite \textit{X. S. Zhang} et al., Comput. Methods Appl. Mech. Eng. 325, 463--487 (2017; Zbl 1439.74314) Full Text: DOI arXiv
Beyer, Hans-Georg; Sendhoff, Bernhard Robust optimization - a comprehensive survey. (English) Zbl 1173.74376 Comput. Methods Appl. Mech. Eng. 196, No. 33-34, 3190-3218 (2007). MSC: 74P99 74-02 90-02 90C59 90C15 90C31 90C70 93C73 PDFBibTeX XMLCite \textit{H.-G. Beyer} and \textit{B. Sendhoff}, Comput. Methods Appl. Mech. Eng. 196, No. 33--34, 3190--3218 (2007; Zbl 1173.74376) Full Text: DOI