J. Nathan Kutz

Dikutip oleh

	Semua	Sejak 2020
Kutipan	44363	34826
indeks-h	90	76
indeks-i10	321	247

10000

5000

2500

7500

200220032004200520062007200820092010201120122013201420152016201720182019202020212022202320242025129 114 148 204 160 196 301 298 327 366 287 284 310 396 691 951 1454 2202 3450 5324 6547 8509 9543 1218

Akses publik

Lihat semua

183 artikel

12 artikel

tersedia

tidak tersedia

Berdasarkan pada mandat pendanaan

Pengarang bersama

Steven L. BruntonProfessor, University of WashingtonEmail yang diverifikasi di uw.edu
Joshua L. ProctorPrincipal Research Scientist, Bill and Melinda Gates FoundationEmail yang diverifikasi di idmod.org
Bingni W. BruntonProfessor, Richard and Joan Komen University Chair, University of Washington, SeattleEmail yang diverifikasi di uw.edu
Eurika KaiserUniversity of WashingtonEmail yang diverifikasi di uw.edu
Krithika ManoharUniversity of WashingtonEmail yang diverifikasi di uw.edu
N. Benjamin ErichsonResearch ScientistEmail yang diverifikasi di lbl.gov
Xing FuAnt GroupEmail yang diverifikasi di antgroup.com
Keren BergmanColumbia UniversityEmail yang diverifikasi di ee.columbia.edu
PKA WaiThe Hong Kong Polytechnic UniversityEmail yang diverifikasi di polyu.edu.hk
Matthew WilliamsOceanitEmail yang diverifikasi di oceanit.com
Bethany LuschArgonne National LabEmail yang diverifikasi di anl.gov
Jonathan H. TuPacific Northwest National LaboratoryEmail yang diverifikasi di pnnl.gov
Jared BronskiUniversity of IllinoisEmail yang diverifikasi di math.uiuc.edu
Steven CundiffPhysics Department, University of Michigan, Ann Arbor, MI 48109Email yang diverifikasi di umich.edu
Pedro Doria MaiaAssistant Professor of Mathematics, UT ArlingtonEmail yang diverifikasi di uta.edu
Niall M ManganAssistant Professor of Engineering Sciences and Applied Math, Northwestern UniversityEmail yang diverifikasi di northwestern.edu
Feng LiThe Hong Kong Polytechnic UniversityEmail yang diverifikasi di polyu.edu.hk
Travis AskhamAssistant Professor, New Jersey Institute of TechnologyEmail yang diverifikasi di njit.edu
Jeffrey A RiffellUniversity of WashingtonEmail yang diverifikasi di uw.edu
William L. KathNorthwestern UniversityEmail yang diverifikasi di northwestern.edu

Ikuti

J. Nathan Kutz

Professor of Applied Mathematics & Electrical and Computer Engineering

Email yang diverifikasi di uw.edu - Beranda

Dynamical Systems Data Science Machine Learning Optics Neuroscience


Judul Urutkan menurut kutipan Urutkan menurut tahun Urutkan menurut judul	Dikutip oleh Dikutip oleh	Tahun
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	4806	2016
Data-driven science and engineering: Machine learning, dynamical systems, and control SL Brunton, JN Kutz Cambridge University Press, 2022	3065	2022
On dynamic mode decomposition: Theory and applications JH Tu, CW Rowley, DM Luchtenberg, SL Brunton SL, JN Kutz Journal of Computational Dynamics 1 (2), 391-421, 2014	2313	2014
Dynamic mode decomposition: data-driven modeling of complex systems JN Kutz, SL Brunton, BW Brunton, JL Proctor Society for Industrial and Applied Mathematics, 2016	1935	2016
Data-driven discovery of partial differential equations SH Rudy, SL Brunton, JL Proctor, JN Kutz Science advances 3 (4), e1602614, 2017	1674	2017
Deep learning for universal linear embeddings of nonlinear dynamics B Lusch, JN Kutz, SL Brunton Nature communications 9 (1), 4950, 2018	1444	2018
Dynamic mode decomposition with control JL Proctor, SL Brunton, JN Kutz SIAM Journal on Applied Dynamical Systems 15 (1), 142-161, 2016	1185	2016
Data-driven discovery of coordinates and governing equations K Champion, B Lusch, JN Kutz, SL Brunton Proceedings of the National Academy of Sciences 116 (45), 22445-22451, 2019	931	2019
Deep learning in fluid dynamics JN Kutz Journal of Fluid Mechanics 814, 1-4, 2017	895	2017
Sparse identification of nonlinear dynamics for model predictive control in the low-data limit E Kaiser, JN Kutz, SL Brunton Proceedings of the Royal Society A 474 (2219), 20180335, 2018	708	2018
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	664	2016
Chaos as an intermittently forced linear system SL Brunton, BW Brunton, JL Proctor, E Kaiser, JN Kutz Nature communications 8 (1), 19, 2017	639	2017
Data-driven modeling & scientific computation: methods for complex systems & big data JN Kutz OUP Oxford, 2013	562	2013
Extracting spatial–temporal coherent patterns in large-scale neural recordings using dynamic mode decomposition BW Brunton, LA Johnson, JG Ojemann, JN Kutz Journal of neuroscience methods 258, 1-15, 2016	543	2016
Modern Koopman theory for dynamical systems SL Brunton, M Budišić, E Kaiser, JN Kutz arXiv preprint arXiv:2102.12086, 2021	538	2021
Data-driven sparse sensor placement for reconstruction: Demonstrating the benefits of exploiting known patterns K Manohar, BW Brunton, JN Kutz, SL Brunton IEEE Control Systems Magazine 38 (3), 63-86, 2018	485	2018
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	485	2016
Multiresolution dynamic mode decomposition JN Kutz, X Fu, SL Brunton SIAM Journal on Applied Dynamical Systems 15 (2), 713-735, 2016	455	2016
Generalizing Koopman theory to allow for inputs and control JL Proctor, SL Brunton, JN Kutz SIAM Journal on Applied Dynamical Systems 17 (1), 909-930, 2018	420	2018
Data-driven discovery of Koopman eigenfunctions for control E Kaiser, JN Kutz, SL Brunton Machine Learning: Science and Technology 2 (3), 035023, 2021	419	2021

Sistem tidak dapat melakukan operasi ini. Coba lagi nanti.

Artikel 1–20

Kutipan per tahun

Kutipan duplikat

Kutipan yang digabung

Tambahkan pengarang bersamaPengarang bersama

Ikuti

Dikutip oleh

Pengarang bersama