115 citations · 379 across the 30 of their papers we have counts for
Showing math.OCShow all
2 papers · 1 filter
math.OC2020
Sensor Selection With Cost Constraints for Dynamically Relevant Bases
Emily Clark, J. Nathan Kutz, Steven L. Brunton
We consider cost-constrained sparse sensor selection for full-state reconstruction, applying a well-known greedy algorithm to dynamical systems for which the usual singular value d…
math.OC2016
Generalizing Koopman Theory to allow for inputs and control
Joshua L. Proctor, Steven L. Brunton, J. Nathan Kutz
We develop a new generalization of Koopman operator theory that incorporates the effects of inputs and control. Koopman spectral analysis is a theoretical tool for the analysis of…