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Researcher · University of Washington · United States

Steven L. Brunton

Steven L. Brunton publishes mostly in Statistical and Nonlinear Physics, Computational Mechanics and Artificial Intelligence, on topics such as Model Reduction and Neural Networks, Fluid Dynamics and Turbulent Flows and Probabilistic and Robust Engineering Design.

ORCID 0000-0002-6565-5118 OpenAlex
World rank
#53,641
of 7,710,434 ranked researchers
Rank in United States
#20,724
of 1,627,098
Works
580
Citations
31k
Citations per work
54.3
h-index
70
i10-index 206Top 0.5% in Statistical and Nonlinear Physics
Steven L. Brunton

What does Steven L. Brunton research?

Steven L. Brunton's work is mostly in Engineering (31%), Physics and Astronomy (18%), Computer Science (10%).

Physical Sciences: 338 works · 58.3% of their workEngineering: 178 works · 30.7% of their workComputational Mechanics: 90 works · 15.5% of their workControl and Systems Engineering: 46 works · 7.9% of their workAerospace Engineering: 42 works · 7.3% of their workPhysics and Astronomy: 105 works · 18.1% of their workStatistical and Nonlinear Physics: 105 works · 18.1% of their workComputer Science: 55 works · 9.5% of their workArtificial Intelligence: 55 works · 9.5% of their workEverything else: 218 works · 37.6% of their workSocial Sciences: 24 works · 4.1% of their workDecision Sciences: 24 works · 4.1% of their workStatistics, Probability and Uncertainty: 24 works · 4.1% of their workTHEIR WORKSteven L. Brunton580works
Physical Sciences58%Social Sciences4%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Engineering17830.7%
    2. Physics and Astronomy10518.1%
    3. Computer Science559.5%
  2. Everything else21837.6%
    1. Decision Sciences244.1%
  1. 1Statistical and Nonlinear Physics18% of their works
  2. 2Computational Mechanics16% of their works
  3. 3Artificial Intelligence10% of their works
  4. 4Control and Systems Engineering8% of their works
  5. 5Aerospace Engineering7% of their works
  6. 6Statistics, Probability and Uncertainty4% of their works

Research topics

Which keywords describe Steven L. Brunton's research?

The keywords of their largest research topics: Deep Learning, Machine Learning, Model Reduction, Partial Differential Equations, Heat Transfer, Turbulent Flows, Vortex Dynamics and Sensitivity Analysis.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 19 words, with their numbers
  1. Deep Learning2933 topics
  2. Machine Learning2893 topics
  3. Model Reduction2411 topic
  4. Partial Differential Equations2411 topic
  5. Heat Transfer1562 topics
  6. Turbulent Flows991 topic
  7. Vortex Dynamics991 topic
  8. Sensitivity Analysis581 topic
  9. Uncertainty Quantification581 topic
  10. Flow Control571 topic
  11. Vortex-Induced Vibrations571 topic
  12. Parameter Estimation301 topic
  13. System Identification301 topic
  14. Neural Networks291 topic
  15. Self-Organizing Maps291 topic
  16. Fault Detection251 topic
  17. Process Monitoring251 topic
  18. Gaussian Processes231 topic
  19. Variational Inference231 topic

Where does Steven L. Brunton work?

Steven L. Brunton's main affiliation in the publication record is University of Washington, United States.

How many publications and citations does Steven L. Brunton have?

OpenAlex counts 580 works and 31,498 citations for Steven L. Brunton, an h-index of 70, ranking #53,641 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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