Inverse Modeling of Viscoelasticity Materials using Physics Constrained Learning

Kailai Xu, Alexandre M. Tartakovsky, Jeff Burghardt +1

We propose a novel approach to model viscoelasticity materials using neural networks, which capture rate-dependent and nonlinear constitutive relations. However, inputs and outputs…