Mixing Data-Driven and Physics-Based Constitutive Models using Uncertainty-Driven Phase Fields

J. Storm, W. Sun, I. B. C. M. Rocha +1

There is a high interest in accelerating multiscale models using data-driven surrogate modeling techniques. Creating a large training dataset encompassing all relevant load scenari…