Incremental Neural Controlled Differential Equations for Modeling of Path-dependent Material Behavior

Yangzi He, Shabnam J. Semnani

Data-driven surrogate modeling has emerged as a promising approach for reducing computational expenses of multiscale simulations. Recurrent Neural Network (RNN) is a common choice…