Training an AI hyperelastic constitutive model with experimental data

Clément Jailin, Antoine Benady, Emmanuel Baranger

A Physics-Augmented Neural network is trained to model a hyperelastic behavior. The dataset used for the training, validation, and test are displacement-force couples obtained from…