Steven L. Brunton
Scholar

Steven L. Brunton

Google Scholar ID: TjzWdigAAAAJ
Professor, University of Washington
Dynamical systemsControlFluid dynamicsMachine learningModel Reduction
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Citations & Impact
All-time
Citations
46,910
 
H-index
83
 
i10-index
230
 
Publications
20
 
Co-authors
172
list available
Contact
Emailsbrunton@uw.eduTwitterOpen ↗
Publications
14 items
Learning Individual Dynamics from Sparse Cross-Sectional Snapshots
2026
Cited
0
AeroJEPA: Learning Semantic Latent Representations for Scalable 3D Aerodynamic Field Modeling
2026
Cited
0
SINDy-KANs: Sparse identification of non-linear dynamics through Kolmogorov-Arnold networks
2026
Cited
0
Trustworthy Koopman Operator Learning: Invariance Diagnostics and Error Bounds
2026
Cited
0
OpenReservoirComputing: GPU-Accelerated Reservoir Computing in JAX
2026
Cited
0
Explainable AI: Learning from the Learners
arXiv.org · 2026
Cited
0
HydroGym: A Reinforcement Learning Platform for Fluid Dynamics
2025
Cited
0
From STLS to Projection-based Dictionary Selection in Sparse Regression for System Identification
2025
Cited
0
Resume (English only)
Background
  • Data-driven dynamics and control
Co-authors
172 total
J. Nathan Kutz
J. Nathan Kutz
Professor of Applied Mathematics & Electrical and Computer Engineering
Co-author 2
Co-author 2
Bingni W. Brunton
Bingni W. Brunton
Professor, Richard and Joan Komen University Chair, University of Washington, Seattle
Bernd R. Noack
Bernd R. Noack
Distinguished Professor at Shenzhen University; Also Prof. at SZTU, HIT, TUB, UC3M
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Co-author 7
Co-author 7
Beverley McKeon
Beverley McKeon
Stanford University