Real vs. Complex Spectral Bases for Neural Operators: The Role of Green's Function Alignment

Jason Sulskis, Sathya Ravi

Fourier Neural Operators (FNO) learn solution operators of partial differential equations by parameterizing global convolutions in the complex Fourier domain. For real-valued PDE s…