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Koopman operator-based discussion on partial observation in stochastic systems

  • The discussion revolves around the effects of partial observation in stochastic systems using the Koopman operator theory.
  • Data-driven algorithms based on the Koopman operator theory have shown progress in handling partial observations, aiming to connect with the Mori-Zwanzig formalism.
  • The importance of differentiating the state space and function space in stochastic systems is emphasized in the analysis.
  • Numerical experiments demonstrate the benefits of the delay embedding technique for partial observation in stochastic systems, revealing a power-law behavior in the accuracy of the additive noise amplitude.

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