FE${}^{\text{ANN}}$ $-$ An efficient data-driven multiscale approach based on physics-constrained neural networks and automated data mining

Karl A. Kalina, Lennart Linden, Jörg Brummund +1

Herein, we present a new data-driven multiscale framework called FE${}^{\text{ANN}}$ which is based on two main keystones: the usage of physics-constrained artificial neural networks…