Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions

Bahador Bahmani, Hyoung Suk Suh, WaiChing Sun

Conventional neural network elastoplasticity models are often perceived as lacking interpretability. This paper introduces a two-step machine learning approach that returns mathema…