Deep adaptive sampling for surrogate modeling without labeled data

Xili Wang, Kejun Tang, Jiayu Zhai +2

Surrogate modeling is of great practical significance for parametric differential equation systems. In contrast to classical numerical methods, using physics-informed deep learning…