Binned Spectral Power Loss for Improved Prediction of Chaotic Systems
arXiv:2502.00472v3 Announce Type: replace
Abstract: Forecasting multiscale chaotic dynamical systems, such as turbulent flows, with deep learning remains a formidable challenge due to the spectral bias of neural networks, which hinders the accurate re…