Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism

Levi McClenny, Ulisses Braga-Neto

Physics-Informed Neural Networks (PINNs) have emerged recently as a promising application of deep neural networks to the numerical solution of nonlinear partial differential equati…