A kernel method computes Koopman eigenfunctions that preserve the Jacobian spectrum for Lyapunov-based stability analysis of nonlinear dynamical systems.
A kernel-based approach to data-driven koopman spectral analysis
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RKHS method for computing Koopman-based Lyapunov functions
A kernel method computes Koopman eigenfunctions that preserve the Jacobian spectrum for Lyapunov-based stability analysis of nonlinear dynamical systems.