Inverted Gaussian Process Optimization for Probabilistic Koopman Operator Discovery

Abhigyan Majumdar, Navid Mojahed, Shima Nazari

Koopman Operator Theory has opened the doors to data-driven learning of globally linear representations of complex nonlinear systems. However, current methodologies for Koopman Ope…