Phase-Field Modeling of Fracture with Physics-Informed Deep Learning

M. Manav, R. Molinaro, S. Mishra +1

We explore the potential of the deep Ritz method to learn complex fracture processes such as quasistatic crack nucleation, propagation, kinking, branching, and coalescence within t…