Topological State Space Inference for Dynamical Systems
Abstract
We present a computational pipe aiming at recovery of the topology of the underlying phase space from observation of an output function along a sample of trajectories of a dynamical system.
Cite
Text
Mishal Assif and Baryshnikov. "Topological State Space Inference for Dynamical Systems." Proceedings of the 7th Annual Learning for Dynamics \& Control Conference, 2025.Markdown
[Mishal Assif and Baryshnikov. "Topological State Space Inference for Dynamical Systems." Proceedings of the 7th Annual Learning for Dynamics \& Control Conference, 2025.](https://mlanthology.org/l4dc/2025/k2025l4dc-topological/)BibTeX
@inproceedings{k2025l4dc-topological,
title = {{Topological State Space Inference for Dynamical Systems}},
author = {Mishal Assif, P K and Baryshnikov, Yuliy},
booktitle = {Proceedings of the 7th Annual Learning for Dynamics \& Control Conference},
year = {2025},
pages = {1206-1216},
volume = {283},
url = {https://mlanthology.org/l4dc/2025/k2025l4dc-topological/}
}