Pre-training strategy for solving evolution equations based on physics-informed neural networks

Jiawei Guo, Yanzhong Yao, Han Wang +1

The physics informed neural network (PINN) is a promising method for solving time-evolution partial differential equations (PDEs). However, the standard PINN method may fail to sol…