@article{autoencodingdynamicstopologicallimitatio, title = {Autoencoding Dynamics: Topological Limitations and Capabilities}, author = {Matthew D. Kvalheim and Eduardo D. Sontag}, year = {2025}, eprint = {2511.04807}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.04807}, }