Koopman Reduced Order Modeling with Confidence Bounds

Ryan Mohr, Maria Fonoberova, Igor Mezic

This paper introduces a reduced order modeling technique based on Koopman operator theory that gives confidence bounds on the model's predictions. It is based on a data-driven spec…