Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation

Xiao Sun, Bahador Bahmani, Nikolaos N. Vlassis +2

This paper presents a computational framework that generates ensemble predictive mechanics models with uncertainty quantification (UQ). We first develop a causal discovery algorith…