Physics-informed neural networks for modeling rate- and temperature-dependent plasticity

Rajat Arora, Pratik Kakkar, Biswadip Dey +1

This work presents a physics-informed neural network (PINN) based framework to model the strain-rate and temperature dependence of the deformation fields in elastic-viscoplastic so…