KoopSTD: Reliable Similarity Analysis between Dynamical Systems via Approximating Koopman Spectrum with Timescale Decoupling

Shimin Zhang, Ziyuan Ye, Yinsong Yan, Zeyang Song, Yujie Wu +1 more
2/14/2026

No official code found. Best implementation: ZhangShimin1/KoopSTD (16 stars, last commit 2026-04-07).

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ZhangShimin1/KoopSTDCommunity67%

ICML-2025 "KoopSTD: Reliable Similarity Analysis between Dynamical Systems via Approximating Koopman Spectrum with Timescale Decoupling"

164PythonMay 28, 20256 months ago

Cite this paper

@article{zhang2026koopstd,
  title  = {KoopSTD: Reliable Similarity Analysis between Dynamical Systems via Approximating Koopman Spectrum with Timescale Decoupling},
  author = {Shimin Zhang and Ziyuan Ye and Yinsong Yan and Zeyang Song and Yujie Wu and Jibin Wu},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:9ae1d1930d3aa53c653b9e60477615bf3817273e},
  journal = {ICML 2025 2025}
}

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