A Neural-Network Framework to Learn History-Dependent Constitutive Laws and Identifiability of Internal Variables

Mayank Raj, Lianghao Cao, Andrew Stuart +1

The identification of constitutive laws is ubiquitous in engineering: in modeling of materials where experimental data are fitted to mathematical models or learning surrogate model…