PDE-aware Optimizer for Physics-informed Neural Networks

Vismay Churiwala, Hardik Shukla, Manurag Khullar

Physics-Informed Neural Networks (PINNs) have emerged as a powerful framework for solving partial differential equations (PDEs) by embedding physical constraints into the loss func…