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20132025
most citedCompressive sensing and low-rank libraries for classification of bifurcation regimes in nonlinear dynamical systems

129 citations · 192 across the 9 of their papers we have counts for

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Showing 2018Show all

2 papers · 1 filter

math.OC2018

Optimal Sensor and Actuator Selection using Balanced Model Reduction

Krithika Manohar, J. Nathan Kutz, Steven L. Brunton

Optimal sensor and actuator selection is a central challenge in high-dimensional estimation and control. Nearly all subsequent control decisions are affected by these sensor/actuat…

math.NA2018★ 13 cited

Smoothing and parameter estimation by soft-adherence to governing equations

Samuel Rudy, Steven Brunton, J. Nathan Kutz

The analysis of high-dimensional dynamical systems generally requires the integration of simulation data with experimental measurements. Experimental data often has substantial amo…