"stochastic dynamical systems" Papers

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Efficient Parametric SVD of Koopman Operator for Stochastic Dynamical Systems

Minchan Jeong, Jongha (Jon) Ryu, Se-Young Yun et al.

NEURIPS 2025arXiv:2507.07222
3
citations

Neurons as Detectors of Coherent Sets in Sensory Dynamics

Joshua L Pughe-Sanford, Xuehao Ding, Jason Moore et al.

NEURIPS 2025oralarXiv:2510.26955
1
citations

Predicting the Energy Landscape of Stochastic Dynamical System via Physics-informed Self-supervised Learning

Ruikun Li, Huandong Wang, Qingmin Liao et al.

ICLR 2025arXiv:2502.16828
2
citations

Nonlinear Filtering with Brenier Optimal Transport Maps

Mohammad Al-Jarrah, Niyizhen Jin, Bamdad Hosseini et al.

ICML 2024arXiv:2310.13886
5
citations

PAC-Bayesian Error Bound, via Rényi Divergence, for a Class of Linear Time-Invariant State-Space Models

Deividas Eringis, john leth, Zheng-Hua Tan et al.

ICML 2024