Koopman Identification of Nonlinear Systems via Reservoir Liftings

Weibin Gu, Chen Yang, Lu Shi

Learning tractable linear representations of nonlinear dynamical systems via Koopman operator theory is often hindered by dictionary selection, temporal memory encoding, and numeri…