Tensor Basis Gaussian Process Models of Hyperelastic Materials

Ari Frankel, Reese Jones, Laura Swiler

In this work, we develop Gaussian process regression (GPR) models of hyperelastic material behavior. First, we consider the direct approach of modeling the components of the Cauchy…