Auxiliary-Tasks Learning for Physics-Informed Neural Network-Based Partial Differential Equations Solving

Junjun Yan, Xinhai Chen, Zhichao Wang +2

Physics-informed neural networks (PINNs) have emerged as promising surrogate modes for solving partial differential equations (PDEs). Their effectiveness lies in the ability to cap…