Why Cannot Neural Networks Master Extrapolation? Insights from Physical Laws

Ramzi Dakhmouche, Hossein Gorji

Motivated by the remarkable success of Foundation Models (FMs) in language modeling, there has been growing interest in developing FMs for time series prediction, given the transfo…