works on
chaotic systems 1dynamical systems 1forecasting 1model interpretability 1parameter efficiency 1zero-shot learning 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.LG2026

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

Christoph Jürgen Hemmer, Florian Plaswig, Daniel Durstewitz

The paper introduces DynaBase, a two‑parameter, interpretable model that can reconstruct dynamical systems in a zero‑shot setting by linearly blending the current latent state with…