ResKoopNet: Learning Koopman Representations for Complex Dynamics with Spectral Residuals

Yuanchao Xu, Kaidi Shao, Nikos Logothetis +1

Analyzing the long-term behavior of high-dimensional nonlinear dynamical systems remains a significant challenge. While the Koopman operator framework provides a powerful global li…