Residual-Guided Dictionary Learning for Spectrally Accurate Koopman Approximation

George Coote, Matthew J. Colbrook

Koopman theory promises linear structure in nonlinear dynamics, but numerical Koopman spectra are easy to compute and hard to trust. A finite EDMD matrix always has eigenvalues; th…