@inproceedings{chiang2026physicsbestteacher,
    title = {Physics is the Best Teacher: Consistency Learning for Time-Invariant Operators of Chaotic Dynamics},
    author = {Lufang Chiang and Jiachen Yao and Thomas Y. L. Lin and Anima Anandkumar},
    booktitle = {NeurIPS Workshop on AI for Stochastic Dynamics},
    year = {2026},
    eprint = {2610.04108},
    archivePrefix = {arXiv},
    primaryClass = {cs.LG},
    url = {https://arxiv.org/abs/2610.04108}
}