J. Nathan Kutz - Concepedia

Author

J. Nathan Kutz

University of Washington Applied Physics Laboratory ORCID

Also Known As

Brunton, Bingni W., Fasel, Urban, J Kutz, J N Kutz, J Nathan Kutz, J Nathan Kutzx, J. Kutz, J. N Kutz, J. N. Kutz, J. NATHAN KUTZ

607

Publications

29.4K

Citations

H-Index

359

Concepts

All Affiliations

University of Washington Applied Physics Laboratory University of Washington Princeton University

About

J. Nathan Kutz is an author at University of Washington Applied Physics Laboratory specializing in engineering, data science, and photonics.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	59	159	12.6K
2	Health Sciences	5	5	101
3	Business	3	3	479
4	Education	1	1	34
5	Management	1	1	11

J. Nathan Kutz

251

Publications

25.1K

Citations

H-Index

Page 1

	Year	Citations
Discovering governing equations from data by sparse identification of nonlinear dynamical systems Steven L. Brunton, Joshua L. Proctor, J. Nathan Kutz Proceedings of the National Academy of Sciences	2016	4.3K
Data-driven discovery of partial differential equations Samuel Rudy, Steven L. Brunton, Joshua L. Proctor, Science Advances	2017	1.5K
Deep learning for universal linear embeddings of nonlinear dynamics Bethany Lusch, J. Nathan Kutz, Steven L. Brunton Nature Communications	2018	1.3K
Dynamic Mode Decomposition with Control Joshua L. Proctor, Steven L. Brunton, J. Nathan Kutz SIAM Journal on Applied Dynamical Systems Numerical AnalysisReduced Order ModelingEngineeringComplex SystemsObservability	2016	1K
Deep learning in fluid dynamics J. Nathan Kutz Journal of Fluid Mechanics Convolutional Neural NetworkEngineeringMachine LearningNeural Networks (Machine Learning)Fluid Mechanics	2017	795
Koopman Invariant Subspaces and Finite Linear Representations of Nonlinear Dynamical Systems for Control Steven L. Brunton, Bingni W. Brunton, Joshua L. Proctor, PLoS ONE	2016	588
Chaos as an intermittently forced linear system Steven L. Brunton, Bingni W. Brunton, Joshua L. Proctor, Nature Communications	2017	577
Extracting spatial–temporal coherent patterns in large-scale neural recordings using dynamic mode decomposition Bingni W. Brunton, Lise Johnson, Jeffrey G. Ojemann, Journal of Neuroscience Methods Spatial–temporal Coherent PatternsEngineeringData ScienceComputational NeuroscienceEeg Signal Processing	2015	483
Modern Koopman Theory for Dynamical Systems Steven L. Brunton, Marko Budišić, Eurika Kaiser, SIAM Review Spectral TheoryState EstimationReduced Order ModelingNumerical AnalysisLinear Systems	2022	453
Multiresolution Dynamic Mode Decomposition J. Nathan Kutz, Xing Fu, Steven L. Brunton SIAM Journal on Applied Dynamical Systems Numerical AnalysisEngineeringData ScienceDecomposition MethodMultidimensional Signal Processing	2016	414

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