Deep autoencoders for physics-constrained data-driven nonlinear materials modeling

Xiaolong He, Qizhi He, Jiun-Shyan Chen

Physics-constrained data-driven computing is an emerging computational paradigm that allows simulation of complex materials directly based on material database and bypass the class…