1 citations · 1 across the 2 of their papers we have counts for
2 papers
eess.SY2024
Asymptotically Stable Data-Driven Koopman Operator Approximation with Inputs using Total Extended DMD
Louis Lortie, James Richard Forbes
The Koopman operator framework can be used to identify a data-driven model of a nonlinear system. Unfortunately, when the data is corrupted by noise, the identified model can be bi…
eess.SY2024★ 1 cited
Forward-Backward Extended DMD with an Asymptotic Stability Constraint
Louis Lortie, Steven Dahdah, James Richard Forbes
This paper presents a data-driven method to identify an asymptotically stable Koopman system from noisy data. In particular, the proposed approach combines approximations of the sy…