Machine learning models of plastic flow based on representation theory

Reese E. Jones, Jeremy A. Templeton, Clay M. Sanders +1

We use machine learning (ML) to infer stress and plastic flow rules using data from repre- sentative polycrystalline simulations. In particular, we use so-called deep (multilayer)…