3 citations · 3 across the 2 of their papers we have counts for
2 papers
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…
eess.SY2021
Physics-Based Causal Lifting Linearization of Nonlinear Control Systems Underpinned by the Koopman Operator
Nicholas S. Selby, Filippos E. Sotiropoulos, H. Harry Asada
Methods for constructing causal linear models from nonlinear dynamical systems through lifting linearization underpinned by Koopman operator and physical system modeling theory are…