Augmentation of scarce data -- a new approach for deep-learning modeling of composites

Hon Lam Cheung, Petter Uvdal, Mohsen Mirkhalaf

High-fidelity full-field micro-mechanical modeling of the non-linear path-dependent materials demands a substantial computational effort. Recent trends in the field incorporates da…