Learning to Discretize: Diffusion-Based Adaptive Mesh with Spectral Guidance

Zixuan Shen, Bingchuan Wang, Zhi Wang +1

Most neural partial differential equation (PDE) surrogates learn how fields evolve after a grid has already been chosen. However, before any operator is applied, the grid has alrea…