Steven L. Brunton
Steven L. Brunton
Associate Professor, University of Washington
Verifierad e-postadress på uw.edu - Startsida
TitelCiteras avÅr
On dynamic mode decomposition: Theory and applications
JH Tu, CW Rowley, DM Luchtenburg, SL Brunton, JN Kutz
Journal of Computational Dynamics 1 (2), 391-421, 2014
5252014
Discovering governing equations from data by sparse identification of nonlinear dynamical systems
SL Brunton, JL Proctor, JN Kutz
Proceedings of the National Academy of Sciences 113 (15), 3932-3937, 2016
4822016
Maximum power point tracking for photovoltaic optimization using ripple-based extremum seeking control
SL Brunton, CW Rowley, SR Kulkarni, C Clarkson
Power Electronics, IEEE Transactions on 25 (10), 2531-2540, 2010
3032010
Closed-loop turbulence control: progress and challenges
SL Brunton, BR Noack
Applied Mechanics Reviews 67 (5), 050801, 2015
2282015
Modal analysis of fluid flows: An overview
K Taira, SL Brunton, STM Dawson, CW Rowley, T Colonius, BJ McKeon, ...
Aiaa Journal, 4013-4041, 2017
2202017
Dynamic mode decomposition: data-driven modeling of complex systems
JN Kutz, SL Brunton, BW Brunton, JL Proctor
Society for Industrial and Applied Mathematics, 2016
2142016
Dynamic mode decomposition with control
JL Proctor, SL Brunton, JN Kutz
SIAM Journal on Applied Dynamical Systems 15 (1), 142-161, 2016
1972016
Data-driven discovery of partial differential equations
SH Rudy, SL Brunton, JL Proctor, JN Kutz
Science Advances 3 (4), e1602614, 2017
1722017
Fast computation of finite-time Lyapunov exponent fields for unsteady flows
SL Brunton, CW Rowley
Chaos: An Interdisciplinary Journal of Nonlinear Science 20 (1), 017503, 2010
121*2010
Koopman invariant subspaces and finite linear representations of nonlinear dynamical systems for control
SL Brunton, BW Brunton, JL Proctor, JN Kutz
PloS one 11 (2), e0150171, 2016
1102016
Multiresolution dynamic mode decomposition
JN Kutz, X Fu, SL Brunton
SIAM Journal on Applied Dynamical Systems 15 (2), 713-735, 2016
1032016
Chaos as an intermittently forced linear system
SL Brunton, BW Brunton, JL Proctor, E Kaiser, JN Kutz
Nature Communications 8 (19), 1--9, 2017
982017
Machine Learning Control - Taming Nonlinear Dynamics and Turbulence
BRN Thomas Duriez, Steven L. Brunton
Springer-Verlag, Series 'Fluid Mechanics and Its Applications' 116, 246, 2016
96*2016
Compressive sampling and dynamic mode decomposition
SL Brunton, JL Proctor, JH Tu, JN Kutz
Journal of Computational Dynamics 2 (2), 165--191, 2013
912013
Deep learning for universal linear embeddings of nonlinear dynamics
B Lusch, JN Kutz, SL Brunton
Nature communications 9 (1), 4950, 2018
842018
Inferring biological networks by sparse identification of nonlinear dynamics
NM Mangan, SL Brunton, JL Proctor, JN Kutz
IEEE Transactions on Molecular, Biological and Multi-Scale Communications 2 …, 2016
812016
Sidelobe canceling for reconfigurable holographic metamaterial antenna
MC Johnson, SL Brunton, NB Kundtz, JN Kutz
IEEE Transactions on Antennas and Propagation 63 (4), 1881-1886, 2015
752015
Compressive sensing and low-rank libraries for classification of bifurcation regimes in nonlinear dynamical systems
SL Brunton, JH Tu, I Bright, JN Kutz
SIAM Journal on Applied Dynamical Systems 13 (4), 1716-1732, 2014
722014
Empirical state-space representations for Theodorsen's lift model
SL Brunton, CW Rowley
Journal of Fluids and Structures 38, 174-186, 2013
632013
Reduced-order unsteady aerodynamic models at low Reynolds numbers
SL Brunton, CW Rowley, DR Williams
Journal of Fluid Mechanics 724, 203-233, 2013
61*2013
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Artiklar 1–20