Learning solution of nonlinear constitutive material models using physics-informed neural networks: COMM-PINN

Shahed Rezaei, Ahmad Moeineddin, Ali Harandi

We applied physics-informed neural networks to solve the constitutive relations for nonlinear, path-dependent material behavior. As a result, the trained network not only satisfies…