Daniel Durstewitz

A Minimal Interpretable Architecture for Zero-Shot Reconstruction of Dynamical Systems

Christoph Jürgen Hemmer, Florian Plaswig, Daniel Durstewitz

Recent foundation models (FMs) for zero-shot reconstruction of dynamical systems (DS) achieve strong out-of-domain generalization but provide little insight into the mechanisms that underlie their forecasts. Such an understanding could help to strip down overladen FM architecture…Read more