Zelin Zeng

Tucker-FNO: Tensor Tucker-Fourier Neural Operator and its Universal Approximation Theory

Fourier neural operator (FNO) has demonstrated substantial potential in learning mappings between function spaces, such as numerical partial differential equations (PDEs). However, FNO may suffer from inefficiencies when applied to large-scale, high-dimensional function spaces due to the computation…