Machine learning of evolving physics-based material models for multiscale solid mechanics

I. B. C. M. Rocha, P. Kerfriden, F. P. van der Meer

In this work we present a hybrid physics-based and data-driven learning approach to construct surrogate models for concurrent multiscale simulations of complex material behavior. W…