A neural ordinary differential equation framework for modeling inelastic stress response via internal state variables

R. E. Jones, A. L. Frankel, K. L. Johnson

We propose a neural network framework to preclude the need to define or observe incompletely or inaccurately defined states of a material in order to describe its response. The neu…