RC-Koopman uses reservoir computing as a stateful Koopman dictionary with spectral radius controlling temporal memory to achieve accurate and stable identification of nonlinear systems.
Model reduction of dynamical systems with a novel data-driven approach: The RC- HA VOK algorithm
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Koopman Identification of Nonlinear Systems via Reservoir Liftings
RC-Koopman uses reservoir computing as a stateful Koopman dictionary with spectral radius controlling temporal memory to achieve accurate and stable identification of nonlinear systems.