A matrix preconditioning framework for physics-informed neural networks based on adjoint method

Jiahao Song, Wenbo Cao, Weiwei Zhang

Physics-informed neural networks (PINNs) have recently emerged as a popular approach for solving forward and inverse problems involving partial differential equations (PDEs). Compa…