Benjamin Smaniotto

Learning shared hyperelastic constitutive representation from heterogeneous full-field experiments across multiple materials

A material-conditioned Physics-Augmented Neural Network is introduced for unsupervised multimaterial hyperelastic constitutive learning from experimental full-field data. The complete database comprises 30 experiments quantified by image correlation on various materials such as e...