Koopman operator theory: fundamentals, control, and applications
The Koopman operator translates complex nonlinear system dynamics into a linear representation, enabling classical control techniques and data-driven modeling. The research explores using empirical data to approximate this operator via methods like EDMD, and extends this framework to design controllers and observers for systems with inputs. It establishes a unified approach for analyzing nonlinear systems.