Hernández, Quercus; Badías, Alberto; González, David; Chinesta, Francisco; Cueto, Elías Structure-preserving neural networks. (English) Zbl 07510064 J. Comput. Phys. 426, Article ID 109950, 16 p. (2021). MSC: 82-XX 83-XX PDFBibTeX XMLCite \textit{Q. Hernández} et al., J. Comput. Phys. 426, Article ID 109950, 16 p. (2021; Zbl 07510064) Full Text: DOI arXiv Link
Hernandez, Quercus; Badías, Alberto; González, David; Chinesta, Francisco; Cueto, Elías Deep learning of thermodynamics-aware reduced-order models from data. (English) Zbl 1506.80005 Comput. Methods Appl. Mech. Eng. 379, Article ID 113763, 18 p. (2021). MSC: 80M99 65Q99 80A99 68T05 PDFBibTeX XMLCite \textit{Q. Hernandez} et al., Comput. Methods Appl. Mech. Eng. 379, Article ID 113763, 18 p. (2021; Zbl 1506.80005) Full Text: DOI arXiv Link
Chinesta, F.; Leygue, A.; Bordeu, F.; Aguado, J. V.; Cueto, E.; Gonzalez, D.; Alfaro, I.; Ammar, A.; Huerta, A. PGD-based computational vademecum for efficient design, optimization and control. (English) Zbl 1354.65100 Arch. Comput. Methods Eng. 20, No. 1, 31-59 (2013). MSC: 65J05 PDFBibTeX XMLCite \textit{F. Chinesta} et al., Arch. Comput. Methods Eng. 20, No. 1, 31--59 (2013; Zbl 1354.65100) Full Text: DOI
Niroomandi, Siamak; Alfaro, Icíar; González, David; Cueto, Elías; Chinesta, Francisco Model order reduction in hyperelasticity: a proper generalized decomposition approach. (English) Zbl 1352.74417 Int. J. Numer. Methods Eng. 96, No. 3, 129-149 (2013). MSC: 74S05 65N30 74B05 92C50 PDFBibTeX XMLCite \textit{S. Niroomandi} et al., Int. J. Numer. Methods Eng. 96, No. 3, 129--149 (2013; Zbl 1352.74417) Full Text: DOI