AI RESEARCH
Koopman Identification of Nonlinear Systems via Reservoir Liftings
arXiv CS.LG
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ArXi:2605.04917v1 Announce Type: new Learning tractable linear representations of nonlinear dynamical systems via Koopman operator theory is often hindered by dictionary selection, temporal memory encoding, and numerical ill-conditioning. Inspired by Reservoir Computing (RC) paradigm, this paper