Berthelin, Gaspard; Dubreuil, Sylvain; Salaün, Michel; Bartoli, Nathalie; Gogu, Christian Disciplinary proper orthogonal decomposition and interpolation for the resolution of Parameterized multidisciplinary analysis. (English) Zbl 07768044 Int. J. Numer. Methods Eng. 123, No. 15, 3594-3626 (2022). MSC: 65Lxx 65Nxx 65Mxx PDFBibTeX XMLCite \textit{G. Berthelin} et al., Int. J. Numer. Methods Eng. 123, No. 15, 3594--3626 (2022; Zbl 07768044) Full Text: DOI
Bouhlel, Mohamed Amine; Bartoli, Nathalie; Regis, Rommel G.; Otsmane, Abdelkader; Morlier, Joseph Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method. (English) Zbl 1523.90279 Eng. Optim. 50, No. 12, 2038-2053 (2018); corrigendum ibid. 50, No. 12, x (2018). MSC: 90C26 60G25 62J05 62M40 65K05 PDFBibTeX XMLCite \textit{M. A. Bouhlel} et al., Eng. Optim. 50, No. 12, 2038--2053 (2018; Zbl 1523.90279) Full Text: DOI
Bouhlel, Mohamed Amine; Bartoli, Nathalie; Otsmane, Abdelkader; Morlier, Joseph An improved approach for estimating the hyperparameters of the Kriging model for high-dimensional problems through the partial least squares method. (English) Zbl 1400.62110 Math. Probl. Eng. 2016, Article ID 6723410, 11 p. (2016). MSC: 62H11 PDFBibTeX XMLCite \textit{M. A. Bouhlel} et al., Math. Probl. Eng. 2016, Article ID 6723410, 11 p. (2016; Zbl 1400.62110) Full Text: DOI