Physics-augmented neural networks for constitutive modeling of hyperelastic geometrically exact beams

Jasper O. Schommartz, Dominik K. Klein, Juan C. Alzate Cobo +1

We present neural network-based constitutive models for hyperelastic geometrically exact beams. The proposed models are physics-augmented, i.e., formulated to fulfill important mec…