3 citations · 3 across the 5 of their papers we have counts for
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cs.LG2023
Data-Driven Encoding: A New Numerical Method for Computation of the Koopman Operator
Jerry Ng, Haruhiko Harry Asada
This paper presents a data-driven method for constructing a Koopman linear model based on the Direct Encoding (DE) formula. The prevailing methods, Dynamic Mode Decomposition (DMD)…
cs.LG2022★ 3 cited
Learned Lifted Linearization Applied to Unstable Dynamic Systems Enabled by Koopman Direct Encoding
Jerry Ng, H. Harry Asada
This paper presents a Koopman lifting linearization method that is applicable to nonlinear dynamical systems having both stable and unstable regions. It is known that DMD and other…