Koeppe, Arnd; Bamer, Franz; Markert, Bernd An intelligent nonlinear meta element for elastoplastic continua: deep learning using a new time-distributed residual U-net architecture. (English) Zbl 1442.74043 Comput. Methods Appl. Mech. Eng. 366, Article ID 113088, 24 p. (2020). MSC: 74C05 74S05 65N30 PDF BibTeX XML Cite \textit{A. Koeppe} et al., Comput. Methods Appl. Mech. Eng. 366, Article ID 113088, 24 p. (2020; Zbl 1442.74043) Full Text: DOI OpenURL
Heider, Yousef; Wang, Kun; Sun, WaiChing \(\mathrm{SO}(3)\)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials. (English) Zbl 1436.74012 Comput. Methods Appl. Mech. Eng. 363, Article ID 112875, 29 p. (2020). MSC: 74C05 74E10 PDF BibTeX XML Cite \textit{Y. Heider} et al., Comput. Methods Appl. Mech. Eng. 363, Article ID 112875, 29 p. (2020; Zbl 1436.74012) Full Text: DOI OpenURL
Chen, Guorong; Li, Tiange; Chen, Qijun; Ren, Shaofei; Wang, Chao; Li, Shaofan Application of deep learning neural network to identify collision load conditions based on permanent plastic deformation of shell structures. (English) Zbl 1468.74082 Comput. Mech. 64, No. 2, 435-449 (2019). MSC: 74S99 74K25 74C99 74R15 68T05 PDF BibTeX XML Cite \textit{G. Chen} et al., Comput. Mech. 64, No. 2, 435--449 (2019; Zbl 1468.74082) Full Text: DOI OpenURL