Explainable artificial intelligence for mechanics: physics-informing neural networks for constitutive models

Arnd Koeppe, Franz Bamer, Michael Selzer +2

(Artificial) neural networks have become increasingly popular in mechanics to accelerate computations with model order reduction techniques and as universal models for a wide varie…