@article{whenisasystemdiscoverablefromdatadiscove, title = {When is a System Discoverable from Data? Discovery Requires Chaos}, author = {Zakhar Shumaylov and Peter Zaika and Philipp Scholl and Gitta Kutyniok and Lior Horesh and Carola-Bibiane Schönlieb}, year = {2025}, eprint = {2511.08860}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2511.08860}, }