Xunyuan Yin

MamKO: Mamba-based Koopman operator for modeling and predictive control

The Koopman theory, which enables the transformation of nonlinear systems into linear representations, is a powerful and efficient tool to model and control nonlinear systems. However, the ability of the Koopman operator to model complex systems, particularly time-varying systems, is limited by the…