Frequency Bias and OOD Generalization in Neural Operators under a Variable-Coefficient Wave Equation

Runlong Xie, An Luo

Neural operators learn to map initial conditions to the terminal solution of partial differential equations (PDEs), providing a surrogate for the full operator mapping. This enable…