Solving Forward and Inverse Problems of Contact Mechanics using Physics-Informed Neural Networks

T. Sahin, M. von Danwitz, A. Popp

This paper explores the ability of physics-informed neural networks (PINNs) to solve forward and inverse problems of contact mechanics for small deformation elasticity. We deploy P…