Solving Poisson Problems in Polygonal Domains with Singularity Enriched Physics Informed Neural Networks

Tianhao Hu, Bangti Jin, Zhi Zhou

Physics-Informed Neural Networks (PINNs) are a powerful class of numerical solvers for partial differential equations, employing deep neural networks with successful applications a…