Discontinuity-aware physics-informed neural network for phase-field method in three-phase flow with phase change

Guoqiang Lei, Zhihua Wang, Lijing Zhou +2

Physics-informed neural networks (PINNs) have been applied to simulate multiphase flows, yet they are limited in modeling phase changes and sharp interfaces due to optimization con…