Author

Xenia F. Gerloff

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Preprint Sep 2026

Forced-Term Modeling in the Koopman Framework for Linear Operator Learning in Nonlinear Dynamical Systems

Correlation-Basis enhanced DMD is introduced, a data-driven method whose goal is to learn an effective autonomous linear operator for periodic nonlinear dynamics, used to absorb nonlinear components that cannot be represented by the learned linear operator.

Paolo Climaco, J. Garcke, Xenia F. Gerloff · 0 citations