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Researcher · Sandia National Laboratories California · United States

Kevin Carlberg

Kevin Carlberg publishes mostly in Statistical and Nonlinear Physics, Computational Mechanics and Statistics, Probability and Uncertainty, on topics such as Model Reduction and Neural Networks, Probabilistic and Robust Engineering Design and Fluid Dynamics and Vibration Analysis.

ORCID 0000-0001-8313-7720 OpenAlex
World rank
#1,054,967
of 7,710,434 ranked researchers
Rank in United States
#342,715
of 1,627,098
Works
101
Citations
3.1k
Citations per work
30.5
h-index
22
i10-index 37Top 15% in Statistical and Nonlinear Physics
Kevin Carlberg

What does Kevin Carlberg research?

Kevin Carlberg's work is mostly in Physics and Astronomy (28%), Engineering (21%), Decision Sciences (11%).

Physical Sciences: 60 works · 59.0% of their workPhysics and Astronomy: 28 works · 27.7% of their workStatistical and Nonlinear Physics: 28 works · 27.7% of their workEngineering: 21 works · 21.1% of their workComputational Mechanics: 15 works · 15.3% of their workControl and Systems Engineering: 6 works · 5.8% of their workComputer Science: 10 works · 10.2% of their workArtificial Intelligence: 6 works · 5.5% of their workComputational Theory and Mathematics: 5 works · 4.7% of their workEverything else: 31 works · 30.4% of their workSocial Sciences: 11 works · 10.6% of their workDecision Sciences: 11 works · 10.6% of their workStatistics, Probability and Uncertainty: 11 works · 10.6% of their workTHEIR WORKKevin Carlberg101works
Physical Sciences59%Social Sciences11%

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. Physics and Astronomy2827.7%
    2. Engineering2121.1%
    3. Computer Science1010.2%
  2. Everything else3130.4%
    1. Decision Sciences1110.6%
  1. 1Statistical and Nonlinear Physics28% of their works
  2. 2Computational Mechanics15% of their works
  3. 3Statistics, Probability and Uncertainty11% of their works
  4. 4Control and Systems Engineering6% of their works
  5. 5Artificial Intelligence6% of their works
  6. 6Computational Theory and Mathematics5% of their works

Research topics

Which keywords describe Kevin Carlberg's research?

The keywords of their largest research topics: Deep Learning, Model Reduction, Partial Differential Equations, Sensitivity Analysis, Uncertainty Quantification, Flow Control, Vortex-Induced Vibrations and Differential Equations.

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.

All 17 words, with their numbers
  1. Deep Learning822 topics
  2. Model Reduction761 topic
  3. Partial Differential Equations761 topic
  4. Sensitivity Analysis291 topic
  5. Uncertainty Quantification291 topic
  6. Flow Control151 topic
  7. Vortex-Induced Vibrations151 topic
  8. Differential Equations101 topic
  9. Numerical Integration101 topic
  10. High-Order Schemes61 topic
  11. Matrix Computations61 topic
  12. Neural Networks61 topic
  13. Numerical Linear Algebra61 topic
  14. Parameter Estimation61 topic
  15. Self-Organizing Maps61 topic
  16. System Identification61 topic
  17. Turbulence Modeling61 topic

Where does Kevin Carlberg work?

Kevin Carlberg's main affiliation in the publication record is Sandia National Laboratories California, United States.

How many publications and citations does Kevin Carlberg have?

OpenAlex counts 101 works and 3,076 citations for Kevin Carlberg, an h-index of 22, ranking #1,054,967 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised 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.

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