In our #NeurIPS2026 paper “Topological Out-of-Domain Generalization in Dynamical Systems Reconstruction” (preprint: https://arxiv.org/abs/2606.22969) we try to address a fundamental issue in dynamical systems reconstruction (DSR) and time series forecasting (TSF): Many recent SOTA DSR & TSF models c
