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S

Steven L. Brunton

University of Washington

69H-index
627Paper Count
2.9WCitation Count
Published Papers 61
Publication Date
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A data-driven approach for predicting the cetane number of renewable and unconventional fuels
errEnergy Conversion and Management
IF10.9
err2025-12-29
err0
PREAI
errAna Larrañaga; James R. MacDonald; Steven L. Brunton; Jacobo Porteiro; Dario Lopez-Pintor
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errSave
SINDy-RL for interpretable and efficient model-based reinforcement learning
errNature Communications
IF15.7
err2025-11-28
err0
errOAAI
errNicholas Zolman; Christian Lagemann; Urban Fasel; J. Nathan Kutz; Steven L. Brunton
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errSave
Separation of periodic orbits in the delay-embedded space of chaotic attractors
errPROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3
err2025-09-24
err0
PREAI
errPatil, Prerna M.; Kaiser, Eurika; Nathan Kutz, J.; Brunton, Steven L.
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errSave
Arousal as a universal embedding for spatiotemporal brain dynamics
errNature
IF48.5
err2025-09-24
err0
PREAI
errRyan V. Raut; Zachary P. Rosenthal; Xiaodan Wang; Hanyang Miao; Zhanqi Zhang; Jin-Moo Lee; Marcus E. Raichle; Adam Q. Bauer; Steven L. Brunton; Bingni W. Brunton; J. Nathan Kutz
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errSave
Physics-inspired data-driven modeling of complex mechanical components in mecha(tro)nic systems
errMechanical Systems and Signal Processing
IF8.9
err2025-08-29
err0
PREAI
errSimon Vanpaemel; J. Nathan Kutz; Steven L. Brunton
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errSave
Leveraging three-dimensionality for navigation in bluff-body wakes
errFLOW
IF2.2
err2025-05-06
err0
errOAAI
errGodavarthi, Vedasri; Krishna, Kartik; Brunton, Steven L.; Taira, Kunihiko
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errSave
Computed Tomography Using Meta-Optics
errACS PHOTONICS
IF6.7
err2025-03-01
err0
PREAI
errZhelyeznyakov, Maksym V.; Froch, Johannes E.; Colburn, Shane; Brunton, Steven L.; Majumdar, Arka
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An experimental evaluation of the interplay between geometry and scale on cross-flow turbine performance
errRENEWABLE & SUSTAINABLE ENERGY REVIEWS
IF16.3
err2024-12-01
err1
errOAAI
errHunt, Aidan; Strom, Benjamin; Talpey, Gregory; Ross, Hannah; Scherl, Isabel; Brunton, Steven; Wosnik, Martin; Polagye, Brian
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errSave
Multi-hierarchical surrogate learning for explicit structural dynamical systems using graph convolutional neural networks
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-10-05
err0
errOAAI
errKneifl, Jonas; Fehr, Joerg; Brunton, Steven L.; Kutz, J. Nathan
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errSave
Towards extending the aircraft flight envelope by mitigating transonic airfoil buffet
errNATURE COMMUNICATIONS
IF15.7
err2024-06-12
err1
errOAAI
errLagemann, Esther; Brunton, Steven L.; Schroeder, Wolfgang; Lagemann, Christian
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errSave
Mobile Sensor Path Planning for Kalman Filter Spatiotemporal Estimation
errSENSORS
IF3.5
err2024-06-08
err1
errOAAI
errMei, Jiazhong; Brunton, Steven L.; Kutz, J. Nathan
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errSave
Constrained Optimization of Sensor Placement for Nuclear Digital Twins
errIEEE SENSORS JOURNAL
IF4.5
err2024-05-01
err11
errOAAI
errKarnik, Niharika; Abdo, Mohammad G.; Estrada-Perez, Carlos E.; Yoo, Jun Soo; Cogliati, Joshua J.; Skifton, Richard S.; Calderoni, Pattrick; Brunton, Steven L.; Manohar, Krithika
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errSave
Data-driven discovery and extrapolation of parameterized pattern-forming dynamics
errPHYSICAL REVIEW RESEARCH
IF4.2
err2023-11-02
err8
errOAAI
errNicolaou, Zachary G.; Huo, Guanyu; Chen, Yihui; Brunton, Steven L.; Kutz, J. Nathan
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errSave
Multiscale model reduction for incompressible flows
errJOURNAL OF FLUID MECHANICS
IF3.9
err2023-10-11
err2
errOAAI
errCallaham, Jared L.; Loiseau, Jean-Christophe; Brunton, Steven L.
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errSave
Interpolatory input and output projections for flow control
errJOURNAL OF FLUID MECHANICS
IF3.9
err2023-09-20
err1
errOAAI
errHerrmann, Benjamin; Baddoo, Peter J.; Dawson, Scott T. M.; Semaan, Richard; Brunton, Steven L.; McKeon, Beverley J.
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errSave
Benchmarking sparse system identification with low-dimensional chaos
errNONLINEAR DYNAMICS
IF6
err2023-05-18
err11
PREAI
errKaptanoglu, Alan A.; Zhang, Lanyue; Nicolaou, Zachary G.; Fasel, Urban; Brunton, Steven L.
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errSave
Data-driven prediction of the performance of enhanced surfaces from an extensive CFD-generated parametric search space
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2023-04-21
err6
errOAAI
errLarranaga, A.; Brunton, S. L.; Martinez, J.; Chapela, S.; Porteiro, J.
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errSave
Partially Coherent Double-Phase Holography in Visible Wavelength Using Meta-Optics
errACS PHOTONICS
IF6.7
err2023-03-27
err1
PREAI
errMukherjee, Saswata; Tanguy, Quentin A. A.; Froch, Johannes E.; Shanker, Aamod; Bohringer, Karl F.; Brunton, Steven; Majumdar, Arka
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errSave
Time-dependent SOLPS-ITER simulations of the tokamak plasma boundary for model predictive control using SINDy
errNUCLEAR FUSION
IF4
err2023-03-08
err13
errOAAI
errLore, J. D.; De Pascuale, S.; Laiu, P.; Russo, B.; Park, J. -S.; Park, J. M.; Brunton, S. L.; Kutz, J. N.; Kaptanoglu, A. A.
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errSave
Multiresolution convolutional autoencoders
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-02-01
err16
errOAAI
errLiu, Yuying; Ponce, Colin; Brunton, Steven L.; Kutz, J. Nathan
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Marcus E. Raichle
H-index: 161 · Papers: 519
D
David S. Ginger
H-index: 85 · Papers: 398
A
A. Nelson
H-index: 80 · Papers: 485
J
Jin‐Moo Lee
H-index: 78 · Papers: 657
A
Aleksandr Y. Aravkin
H-index: 76 · Papers: 370
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