Compression of Polyconvex Envelopes of Isotropic Functions via Monotonic Input Convex Neural Networks

Timo Neumeier, Julian Salmon

This work presents a novel neural-network compression approach for polyconvex envelopes of isotropic functions. The approach relies on a classical sufficient criterion for polyconv…