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Researcher · University of California, Santa Barbara · United States

Linda Ruth Petzold

Linda Ruth Petzold publishes mostly in Molecular Biology, Numerical Analysis and Artificial Intelligence, on topics such as Gene Regulatory Network Analysis, Numerical methods for differential equations and Model Reduction and Neural Networks.

ORCID 0000-0001-6251-6078 OpenAlex
World rank
#188,380
of 7,710,434 ranked researchers
Rank in United States
#70,133
of 1,627,098
Works
376
Citations
21k
Citations per work
54.8
h-index
69
i10-index 214Top 1.2% in Molecular Biology
Linda Ruth Petzold

What does Linda Ruth Petzold research?

Linda Ruth Petzold's work is mostly in Biochemistry, Genetics and Molecular Biology (17%), Computer Science (13%), Mathematics (9%).

Everything else: 188 works · 49.9% of their workPhysical Sciences: 124 works · 33.1% of their workComputer Science: 48 works · 12.7% of their workArtificial Intelligence: 27 works · 7.2% of their workComputational Theory and Mathematics: 21 works · 5.5% of their workMathematics: 32 works · 8.6% of their workNumerical Analysis: 32 works · 8.6% of their workPhysics and Astronomy: 23 works · 6.1% of their workStatistical and Nonlinear Physics: 23 works · 6.1% of their workEngineering: 21 works · 5.7% of their workComputational Mechanics: 21 works · 5.7% of their workLife Sciences: 64 works · 17.0% of their workBiochemistry, Genetics and Molecular Biology: 64 works · 17.0% of their workMolecular Biology: 64 works · 17.0% of their workTHEIR WORKLinda RuthPetzold376works
Life Sciences17%Physical Sciences33%

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. Everything else18849.9%
    1. Computer Science4812.7%
    2. Mathematics328.6%
    3. Physics and Astronomy236.1%
    4. Engineering215.7%
    1. Biochemistry, Genetics and Molecular Biology6417.0%
  1. 1Molecular Biology17% of their works
  2. 2Numerical Analysis9% of their works
  3. 3Artificial Intelligence7% of their works
  4. 4Statistical and Nonlinear Physics6% of their works
  5. 5Computational Mechanics6% of their works
  6. 6Computational Theory and Mathematics6% of their works

Research topics

Which keywords describe Linda Ruth Petzold's research?

The keywords of their largest research topics: Differential Equations, Gene Regulatory Networks, Numerical Integration, Stochastic Gene Expression, Adaptive Mesh Refinement, High-Order Schemes, Deep Learning and Partial 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. 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 18 words, with their numbers
  1. Differential Equations781 topic
  2. Gene Regulatory Networks781 topic
  3. Numerical Integration781 topic
  4. Stochastic Gene Expression781 topic
  5. Adaptive Mesh Refinement422 topics
  6. High-Order Schemes422 topics
  7. Deep Learning381 topic
  8. Partial Differential Equations381 topic
  9. Finite Element Methods251 topic
  10. Fluid-Structure Interaction251 topic
  11. Matrix Computations231 topic
  12. Numerical Linear Algebra231 topic
  13. Modelica221 topic
  14. Simulation221 topic
  15. Neural Networks181 topic
  16. Word Representation181 topic
  17. Shock-Wave Interactions171 topic
  18. Turbulence Modeling171 topic

Where does Linda Ruth Petzold work?

Linda Ruth Petzold's main affiliation in the publication record is University of California, Santa Barbara, United States.

How many publications and citations does Linda Ruth Petzold have?

OpenAlex counts 376 works and 20,601 citations for Linda Ruth Petzold, an h-index of 69, ranking #188,380 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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