Importance of hyper-parameter optimization during training of physics-informed deep learning networks

Ashley Lenau, Dennis M. Dimiduk, Stephen R. Niezgoda

Incorporating scientific knowledge into deep learning (DL) models for materials-based simulations can constrain the network's predictions to be within the boundaries of the materia…