Compressive sensing and low-rank libraries for classification of bifurcation regimes in nonlinear dynamical systems

Steven L. Brunton, Jonathan H. Tu, Ido Bright +1

We show that for complex nonlinear systems, model reduction and compressive sensing strategies can be combined to great advantage for classifying, projecting, and reconstructing th…