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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 2016Show all

2 papers · 1 filter

nlin.PS2016

Data-driven discovery of partial differential equations

Samuel H. Rudy, Steven L. Brunton, Joshua L. Proctor +1

We propose a sparse regression method capable of discovering the governing partial differential equation(s) of a given system by time series measurements in the spatial domain. The…

physics.data-an2016★ 41 cited

Environment Identification in Flight using Sparse Approximation of Wing Strain

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

This paper addresses the problem of identifying different flow environments from sparse data collected by wing strain sensors. Insects regularly perform this feat using a sparse en…