Annealed adaptive importance sampling method in PINNs for solving high dimensional partial differential equations

Zhengqi Zhang, Jing Li, Bin Liu

Physics-informed neural networks (PINNs) have emerged as powerful tools for solving a wide range of partial differential equations (PDEs). However, despite their user-friendly inte…