Neural Network Enhanced Polyconvexification of Isotropic Energy Densities in Computational Mechanics

Loïc Balazi, Timo Neumeier, Malte A. Peter +1

We present a neural network approach for fast evaluation of parameter-dependent polyconvex envelopes, which are crucial in computational mechanics. Our method uses a neural network…