Spectral bias in physics-informed and operator learning: Analysis and mitigation guidelines

Siavash Khodakarami, Vivek Oommen, Nazanin Ahmadi Daryakenari +2

Solving partial differential equations (PDEs) by neural networks as well as Kolmogorov-Arnold Networks (KANs), including physics-informed neural networks (PINNs), physics-informed…