NN-EUCLID: deep-learning hyperelasticity without stress data

Prakash Thakolkaran, Akshay Joshi, Yiwen Zheng +3

We propose a new approach for unsupervised learning of hyperelastic constitutive laws with physics-consistent deep neural networks. In contrast to supervised learning, which assume…