Search Results for author: Jeffrey B. Parker

Found 1 papers, 0 papers with code

DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems

no code implementations6 Feb 2024 Yair Schiff, Zhong Yi Wan, Jeffrey B. Parker, Stephan Hoyer, Volodymyr Kuleshov, Fei Sha, Leonardo Zepeda-Núñez

Learning dynamics from dissipative chaotic systems is notoriously difficult due to their inherent instability, as formalized by their positive Lyapunov exponents, which exponentially amplify errors in the learned dynamics.

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