Steven L. Brunton
发表
Steven L. Brunton,
Clarence W. Rowley,
David Williams,
2011
.
Steven L. Brunton,
Krithika Manohar,
Bingni W. Brunton,
2017,
ArXiv.
Steven L. Brunton,
J. Nathan Kutz,
N. Benjamin Erichson,
2015,
ArXiv.
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2020,
AIAA Journal.
Steven L. Brunton,
Owen Williams,
Isabel Scherl,
2019,
Physical Review Fluids.
Steven L. Brunton,
J. Nathan Kutz,
Xing Fu,
2014,
IEEE Journal of Selected Topics in Quantum Electronics.
Steven L. Brunton,
J. Nathan Kutz,
N. Benjamin Erichson,
2015,
Journal of Real-Time Image Processing.
Steven L. Brunton,
J. Nathan Kutz,
Shanwu Li,
2019,
Physical review. E.
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2014,
SIAM J. Appl. Dyn. Syst..
Steven L. Brunton,
J. Nathan Kutz,
Xing Fu,
2015,
SIAM J. Appl. Dyn. Syst..
Steven L. Brunton,
Joshua L. Proctor,
Nathan Kutz,
2016
.
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2016,
SIAM J. Appl. Dyn. Syst..
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2017,
Journal of Manufacturing Systems.
Steven L. Brunton,
J. Nathan Kutz,
Benjamin Strom,
2019,
ArXiv.
Steven L. Brunton,
Bernd R. Noack,
Thomas Duriez,
2017
.
Steven L. Brunton,
Bingni W. Brunton,
Joshua L. Proctor,
2014
.
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2016,
SIAM J. Appl. Math..
Steven L. Brunton,
J. Nathan Kutz,
David M. Higdon,
2019,
Frontiers in Artificial Intelligence.
Steven L. Brunton,
J. Nathan Kutz,
Eurika Kaiser,
2016
.
Steven L. Brunton,
Krithika Manohar,
Bingni W. Brunton,
2017,
IEEE Control Systems.
Steven L. Brunton,
Peter J. Baddoo,
Richard Semaan,
2020
.
Steven L. Brunton,
Michael Dellnitz,
J. Nathan Kutz,
2019,
ArXiv.
Steven L. Brunton,
Bernd R. Noack,
Thomas Duriez,
2016,
Fluid Mechanics and Its Applications.
Steven L. Brunton,
J. Nathan Kutz,
N. Benjamin Erichson,
2017,
2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2017
.
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2017,
PLoS Comput. Biol..
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2018,
Complex..
Steven L. Brunton,
J. Nathan Kutz,
Michael W. Mahoney,
2020,
Proceedings of the Royal Society A.
Steven L. Brunton,
N. Benjamin Erichson,
Kunihiko Taira,
2018
.
Steven L. Brunton,
Clarence W. Rowley,
C. Rowley,
2009
.
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2015
.
Brian Polagye,
Steven L. Brunton,
Benjamin Strom,
2018
.
Steven L. Brunton,
Clarence W. Rowley,
J. Nathan Kutz,
2013,
1312.0041.
Steven L. Brunton,
Emily Clark,
J. Nathan Kutz,
2020,
IEEE Sensors Journal.
Steven L. Brunton,
Kazuki Maeda,
Jared L. Callaham,
2018,
Physical Review Fluids.
Steven L. Brunton,
Michael Dellnitz,
J. Nathan Kutz,
2020,
Theoretical and Computational Fluid Dynamics.
Steven L. Brunton,
J. Nathan Kutz,
Eurika Kaiser,
2017,
Mach. Learn. Sci. Technol..
Steven L. Brunton,
Brian Polagye,
Isabel Scherl,
2018
.
Automatic differentiation to simultaneously identify nonlinear dynamics and extract noise probability distributions from data
pdf
Steven L. Brunton,
Kadierdan Kaheman,
J. Nathan Kutz,
2020,
Mach. Learn. Sci. Technol..
Steven L. Brunton,
J. Nathan Kutz,
Peng Zheng,
2018,
ArXiv.
Steven L. Brunton,
J. Nathan Kutz,
Colin Ponce,
2020,
J. Comput. Phys..
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2016
.
Steven L. Brunton,
Brian Polagye,
Isabel Scherl,
2018
.
Steven L. Brunton,
N. Benjamin Erichson,
Kunihiko Taira,
2019,
PloS one.
Michel Stanislas,
Steven L. Brunton,
Bernd R. Noack,
2014
.
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2019
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Steven L. Brunton,
Kunihiko Taira,
Aditya G. Nair,
2016,
Journal of Fluid Mechanics.
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2015,
PloS one.
Steven L. Brunton,
Urban Fasel,
Nicola Fonzi,
2020,
Proceedings of the Royal Society A.
Steven L. Brunton,
J. Nathan Kutz,
Xing Fu,
2015
.
Steven L. Brunton,
J. Nathan Kutz,
Bethany Lusch,
2017
.
Steven L. Brunton,
Xing Fu,
Jose Nathan Kutz,
2015
.
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2016,
Nature Communications.
Steven L. Brunton,
Peng Zeng,
Krithika Manohar,
2018,
SIAM J. Appl. Math..
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2015
.
Steven L. Brunton,
Thomas L. Daniel,
Thomas L. Mohren,
2019,
IEEE Control Systems Letters.
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2013,
ArXiv.
Steven L. Brunton,
Chen Gong,
Brian T. Schowengerdt,
2018,
IEEE Transactions on Medical Imaging.
Steven L. Brunton,
J. Nathan Kutz,
Xing Fu,
2014
.
Steven L. Brunton,
Krithika Manohar,
Bingni W. Brunton,
2017
.
Steven L. Brunton,
J. Nathan Kutz,
2019
.
Steven L. Brunton,
2018
.
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2019,
Journal of Physics: Materials.
Steven L. Brunton,
Kunihiko Taira,
Maziar S. Hemati,
2020,
Theoretical and Computational Fluid Dynamics.
Steven L. Brunton,
Nathan Kutz,
Jonathan H. Tu,
2013
.
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2016
.
Steven L. Brunton,
Jean-Christophe Loiseau,
S. Brunton,
2016,
Journal of Fluid Mechanics.
Steven L. Brunton,
Alessandro Alla,
J. Nathan Kutz,
2017,
2017 IEEE 7th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP).
Steven L. Brunton,
J. Nathan Kutz,
Emily Clark,
2020,
Journal of Manufacturing Systems.
Principal Component Trajectories (PCT): Nonlinear dynamics as a superposition of time-delayed periodic orbits
pdf
Steven L. Brunton,
J. Nathan Kutz,
Daniel Dylewsky,
2020,
ArXiv.
Steven L. Brunton,
Eric Shea-Brown,
J. Nathan Kutz,
2014
.
Steven L. Brunton,
Henning Lange,
J. Nathan Kutz,
2020,
J. Mach. Learn. Res..
Steven L. Brunton,
J. Nathan Kutz,
Ido Bright,
2013,
SIAM J. Appl. Dyn. Syst..
Steven L. Brunton,
Bernd R. Noack,
Thomas Duriez,
2017
.
Steven L. Brunton,
J. Nathan Kutz,
Thomas Baumeister,
2017,
ArXiv.
Steven L. Brunton,
J. Nathan Kutz,
Eurika Kaiser,
2018,
SIAM J. Appl. Dyn. Syst..
Steven L. Brunton,
J. Nathan Kutz,
Daniel E. Shea,
2020,
Physical Review Research.
Wei Guo,
Steven L. Brunton,
Krithika Manohar,
2018,
IEEE Transactions on Knowledge and Data Engineering.
Steven L. Brunton,
Bernd R. Noack,
Thomas Duriez,
2017
.
Steven L. Brunton,
Jean-Christophe Loiseau,
Markus Quade,
2020,
J. Open Source Softw..
Steven L. Brunton,
J. Nathan Kutz,
Emily Clark,
2020,
IEEE Sensors Journal.
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2018,
ArXiv.
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2019
.
Steven L. Brunton,
Joshua L. Proctor,
J. Nathan Kutz,
2016,
1605.06682.
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2016
.
Steven L. Brunton,
Bernd R. Noack,
Thomas Duriez,
2017
.
Steven L. Brunton,
J. Nathan Kutz,
Syuzanna Sargsyan,
2017
.
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2019,
Data-Driven Science and Engineering.
Steven L. Brunton,
Eurika Kaiser,
J. Nathan Kutz,
2020,
New Journal of Physics.
Steven L. Brunton,
Yuying Liu,
J. Nathan Kutz,
2020,
Philosophical Transactions of the Royal Society A.
Steven L. Brunton,
Clarence W. Rowley,
Scott T. M. Dawson,
2014,
1401.1473.
Steven L. Brunton,
H. T. Harvey Associates,
S. Brunton,
2018
.
Steven L. Brunton,
2017
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Steven L. Brunton,
J. Nathan Kutz,
Seth D. Pendergrass,
2016,
ArXiv.
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2019,
Data-Driven Science and Engineering.
Steven L. Brunton,
S. Brunton,
2010
.
Steven L. Brunton,
Dirk M. Luchtenburg,
Clarence W. Rowley,
2014,
J. Comput. Phys..
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2019
.
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2016,
IEEE Transactions on Molecular, Biological and Multi-Scale Communications.
Steven L. Brunton,
Eurika Kaiser,
Nathan Kutz,
2017
.
Identifying coarse-grained PDE models from data with the sparse identification of nonlinear dynamics
Steven L. Brunton,
Eurika Kaiser,
Nathan Kutz,
2019
.
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2018
.
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2017,
Mach. Learn. Sci. Technol..
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2019,
Data-Driven Science and Engineering.
Steven L. Brunton,
J. Nathan Kutz,
Peng Zheng,
2019,
IEEE Access.
Steven L. Brunton,
Bernd R. Noack,
Thomas Duriez,
2017
.
Sanjeev R. Kulkarni,
Steven L. Brunton,
Clarence W. Rowley,
2009,
2009 34th IEEE Photovoltaic Specialists Conference (PVSC).
Steven L. Brunton,
J. Nathan Kutz,
Eurika Kaiser,
2018,
2018 IEEE Conference on Decision and Control (CDC).
Steven L. Brunton,
J. Nathan Kutz,
N. Benjamin Erichson,
2018,
ArXiv.
Steven L. Brunton,
Michael W. Mahoney,
J. Nathan Kutz,
2019,
ArXiv.
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2019,
Data-Driven Science and Engineering.
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2018
.
Steven L. Brunton,
J. Nathan Kutz,
N. Benjamin Erichson,
2016,
Journal of Statistical Software.
Steven L. Brunton,
J. Nathan Kutz,
Eurika Kaiser,
2017,
AIAA Journal.
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2016
.
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2016
.
Steven L. Brunton,
Bernd R. Noack,
B. R. Noack,
2017,
Journal of Fluid Mechanics.
Steven L. Brunton,
Bernd R. Noack,
Thomas Duriez,
2017
.
Steven L. Brunton,
Henning Lange,
Nathan Kutz,
2019
.
Steven L. Brunton,
J. Nathan Kutz,
Syuzanna Sargsyan,
2016,
SIAM J. Sci. Comput..
Steven L. Brunton,
Jean-Christophe Loiseau,
Georgios Rigas,
2020
.
Steven L. Brunton,
Bernd R. Noack,
Thomas Duriez,
2014
.
Steven L. Brunton,
Marek Morzyński,
Bernd R. Noack,
2013
.
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2019,
Nonlinear Optics (NLO).
Steven L. Brunton,
Eric Shea-Brown,
Nicholas Cain,
2016,
Physical Review E.
Steven L. Brunton,
Louis N. Cattafesta,
Bingni W. Brunton,
2016
.
Steven L. Brunton,
J. Nathan Kutz,
Kathleen P. Champion,
2018,
SIAM J. Appl. Dyn. Syst..
Steven L. Brunton,
J. Nathan Kutz,
Bethany Lusch,
2019,
Proceedings of the National Academy of Sciences.
Steven L. Brunton,
J. Nathan Kutz,
Samuel H. Rudy,
2018,
J. Comput. Phys..
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2016,
1606.00034.
Steven L. Brunton,
J. Nathan Kutz,
David M. Higdon,
2019,
ArXiv.
Steven L. Brunton,
J. Nathan Kutz,
Bethany Lusch,
2017,
Nature Communications.
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2016,
J. Comput. Phys..
Steven L. Brunton,
2017
.
Steven L. Brunton,
Bingni W. Brunton,
Kunihiko Taira,
2020,
Journal of Fluid Mechanics.
Steven L. Brunton,
Kadierdan Kaheman,
J.Nathan Kutz,
2020,
Proceedings of the Royal Society A.
Steven L. Brunton,
J. Nathan Kutz,
Daniel E. Shea,
2020,
Scientific Reports.
Steven L. Brunton,
Bingni W. Brunton,
Tom Daniel,
2018
.
Steven L. Brunton,
J. Nathan Kutz,
N. Benjamin Erichson,
2017,
SIAM J. Appl. Dyn. Syst..
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2016
.
Steven L. Brunton,
Aleksandr Y. Aravkin,
Jennifer Klemisch,
2020,
ArXiv.
Steven L. Brunton,
Brian Polagye,
Benjamin Strom,
2016,
Nature Energy.
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2016,
Science Advances.
Multi-resolution Dynamic Mode Decomposition for Foreground/Background Separation and Object Tracking
Steven L. Brunton,
J. Nathan Kutz,
N. Benjamin Erichson,
2015,
2015 IEEE International Conference on Computer Vision Workshop (ICCVW).
Steven L. Brunton,
Krithika Manohar,
J. Nathan Kutz,
2017,
Multiscale Model. Simul..
Steven L. Brunton,
Clarence W. Rowley,
Scott T. M. Dawson,
2012
.
Steven L. Brunton,
Samuel Rudy,
J. Nathan Kutz,
2018,
SIAM J. Appl. Dyn. Syst..
Steven L. Brunton,
J. Nathan Kutz,
N. Benjamin Erichson,
2017,
2017 IEEE International Conference on Computer Vision Workshops (ICCVW).
Steven L. Brunton,
Chang Sun,
Eurika Kaiser,
2020,
Mach. Learn. Sci. Technol..
Steven L. Brunton,
Nathan Kutz,
Travis Askham,
2019
.
Steven L. Brunton,
J. Nathan Kutz,
Peng Zheng,
2018,
IEEE Access.
Steven L. Brunton,
2019
.
Steven L. Brunton,
Jacob Grosek,
Xing Fu,
2016
.
Steven L. Brunton,
J. Nathan Kutz,
Bethany Lusch,
2019,
ArXiv.
Steven L. Brunton,
Clarence W. Rowley,
2008
.
Steven L. Brunton,
J. Nathan Kutz,
Weston Lowrie,
2021,
Wave Motion.
Steven L. Brunton,
J. Nathan Kutz,
Peter J. Baddoo,
2021,
ArXiv.
Steven L. Brunton,
J. Nathan Kutz,
Christopher C. Wilcox,
2021,
Optical Engineering + Applications.
Steven L. Brunton,
J. Nathan Kutz,
Charles B. Delahunt,
2021,
J. Open Source Softw..
Ensemble-SINDy: Robust sparse model discovery in the low-data, high-noise limit, with active learning and control
pdf
Steven L. Brunton,
Bingni W. Brunton,
J. Nathan Kutz,
2021,
Proceedings of the Royal Society A.
Steven L. Brunton,
J. Nathan Kutz,
Daniel Dylewsky,
2020,
Physical review. E.
Steven L. Brunton,
J. Nathan Kutz,
David S. Ginger,
2021,
IEEE Access.
Steven L. Brunton,
Ricardo Vinuesa,
S. Brunton,
2021,
ArXiv.
Steven L. Brunton,
Krithika Manohar,
Bingni W. Brunton,
2021,
J. Open Source Softw..
Steven L. Brunton,
Zhuoyuan Song,
Kartik Krishna,
2021,
Proceedings of the Royal Society A.
Steven L. Brunton,
Peter J. Baddoo,
Richard Semaan,
2020,
Journal of Fluid Mechanics.
Steven L. Brunton,
Jean-Christophe Loiseau,
Jared L. Callaham,
2021,
Journal of Fluid Mechanics.
Steven L. Brunton,
Marko Budisic,
J. Nathan Kutz,
2021,
ArXiv.
Learning normal form autoencoders for data-driven discovery of universal, parameter-dependent governing equations
pdf
Steven L. Brunton,
J. Nathan Kutz,
Christoph Brune,
2021,
ArXiv.
Steven L. Brunton,
J. Nathan Kutz,
Joseph Bakarji,
2022
.
Steven L. Brunton,
J. Nathan Kutz,
Jason J. Bramburger,
2021,
Physica A: Statistical Mechanics and its Applications.
Steven L. Brunton,
S. Brunton,
2021,
Acta Mechanica Sinica.
Steven L. Brunton,
John G. Michopoulos,
John C. Steuben,
2021,
Journal of Computational Physics.
Steven L. Brunton,
Brian T. Schowengerdt,
Eric J. Seibel,
2021,
Journal of medical imaging.
Steven L. Brunton,
Peter J. Baddoo,
Benjamin Herrmann,
2021,
Proceedings of the Royal Society A.
Steven L. Brunton,
Shai Revzen,
Ziyou Wu,
2021,
Journal of the Royal Society Interface.
Steven L. Brunton,
J. Nathan Kutz,
Jason J. Bramburger,
2020,
IEEE Access.
Steven L. Brunton,
Clarence W. Rowley,
C. Rowley,
2013
.
Steven L. Brunton,
Kunihiko Taira,
S. Brunton,
2017
.
Steven L. Brunton,
J. Nathan Kutz,
Syuzanna Sargsyan,
2015,
Physical review. E, Statistical, nonlinear, and soft matter physics.
Steven L. Brunton,
J. Nathan Kutz,
Jean-Christophe Loiseau,
2020,
2004.08424.
Steven L. Brunton,
Bernd R. Noack,
Jean-Paul Bonnet,
2014,
Flow, Turbulence and Combustion.
Steven L. Brunton,
Clarence W. Rowley,
J. Nathan Kutz,
2013
.
Steven L. Brunton,
Bernd R. Noack,
Jean-Paul Bonnet,
2014,
1408.3259.
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2013,
1312.5186.
Steven L. Brunton,
Clarence W. Rowley,
Tim Colonius,
2008
.
Steven L. Brunton,
Bernd R. Noack,
Jean-Paul Bonnet,
2016,
Journal of Fluid Mechanics.
Steven L. Brunton,
J. Nathan Kutz,
S. Brunton,
2015
.
Steven L. Brunton,
J. Nathan Kutz,
Xing Fu,
2014
.
Steven L. Brunton,
Clarence W. Rowley,
C. Rowley,
2010
.
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2016
.
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2016,
1607.07076.
Steven L. Brunton,
Travis Askham,
Emily Clark,
2018,
IEEE Sensors Journal.
Steven L. Brunton,
Bernd R. Noack,
Jean-Paul Bonnet,
2015
.
Steven L. Brunton,
J. Nathan Kutz,
Joshua L. Proctor,
2018
.
Steven L. Brunton,
Aleksandr Y. Aravkin,
J. Nathan Kutz,
2019,
1911.00565.