Linfeng Liu

S2NO: Coupling Aliasing-Free Convolutions with Fourier Neural Operators for Multiscale Modeling

This work proposes the Spectral-Spatial Neural Operator, a dual-stream architecture that couples a spectral branch with an aliasing-free convolutional branch that allows the model to capture high-frequency residuals and sharp discontinuities without introducing grid-dependent artifacts.