Maximum-likelihood reprojections for reliable Koopman predictors of parametric nonlinear dynamical systems

Pieter van Goor, Robert Mahony, Manuel Schaller +1

Koopman-based methods leverage a nonlinear lifting to enable linear regression techniques. Consequently, system analysis, learning, and prediction are considered through the lens o…