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ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals
- ResKoopNet is a novel method for approximating Koopman operator spectral components.
- It explicitly minimizes the spectral residual to compute Koopman eigenpairs.
- ResKoopNet provides more precise and complete spectra compared to existing methods.
- Experiments show superior accuracy for high-dimensional dynamical systems.
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