A method that augments data-driven Koopman operator learning with subsystem governing equations for coupled nonlinear systems.
(22), and then we obtain the following equation: ∂ ∂t ϕ(x, t) =x 2 ∂ ∂x1 ϕ(x, t) + (−δx2 −αx 1 −βx 3
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Learning Koopman operators for coupled systems via information on governing equations of subsystems
A method that augments data-driven Koopman operator learning with subsystem governing equations for coupled nonlinear systems.