208 citations · 437 across the 22 of their papers we have counts for
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math.OC2017
Koopman-based lifting techniques for nonlinear systems identification
Alexandre Mauroy, Jorge Goncalves
We develop a novel lifting technique for nonlinear system identification based on the framework of the Koopman operator. The key idea is to identify the linear (infinitedimensional…
math.OC2017★ 53 cited
An Optimal Control Formulation of Pulse-Based Control Using Koopman Operator
Aivar Sootla, Alexandre Mauroy, Damien Ernst
In many applications, and in systems/synthetic biology, in particular, it is desirable to compute control policies that force the trajectory of a bistable system from one equilibri…