Author

Abhishek Gupta

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Preprint Aug 2026

LieStoNet: Learning Lie Symmetries from Spatiotemporal Data for Stochastic Dynamical Systems

LieStoNet is introduced, an end-to-end, template-free framework for discovering Lie-point symmetries of SDEs directly from spatiotemporal trajectories, without prespecifying symmetry groups, templates, or canonical coordinates.

Shida Liu, Abhishek Gupta, S. Sinha et al. · 0 citations