Striding Across Reynolds Numbers: Representation Geometry in Neural PDE Generalisation

Jianing Shi

Cross-Reynolds generalisation in neural PDE solvers remains poorly characterised. On the canonical forced 2D Navier-Stokes benchmark, a trained Fourier Neural Operator reaches 46.6…