Trustworthy Koopman Operator Learning: Invariance Diagnostics and Error Bounds

Gustav Conradie, Nicolas Boullé, Jean-Christophe Loiseau +2

Koopman operator theory provides a global linear representation of nonlinear dynamics and underpins many data-driven methods. In practice, however, finite-dimensional feature space…