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Researcher · Northwestern University · United States

Jorge Nocedal

Jorge Nocedal publishes mostly in Numerical Analysis, Computational Theory and Mathematics and Computational Mechanics, on topics such as Advanced Optimization Algorithms Research, Matrix Theory and Algorithms and Sparse and Compressive Sensing Techniques.

ORCID 0000-0002-9662-2730 OpenAlex
World rank
#53,250
of 7,710,434 ranked researchers
Rank in United States
#20,571
of 1,627,098
Works
175
Citations
57k
Citations per work
328.4
h-index
55
i10-index 103Top 0.4% in Numerical Analysis
Jorge Nocedal

What does Jorge Nocedal research?

Jorge Nocedal's work is mostly in Mathematics (32%), Computer Science (28%), Engineering (17%).

Physical Sciences: 138 works · 78.9% of their workMathematics: 56 works · 31.9% of their workNumerical Analysis: 56 works · 31.9% of their workComputer Science: 48 works · 27.7% of their workComputational Theory and Mathematics: 33 works · 19.1% of their workArtificial Intelligence: 15 works · 8.6% of their workEngineering: 29 works · 16.8% of their workComputational Mechanics: 17 works · 9.7% of their workControl and Systems Engineering: 12 works · 7.1% of their workEnvironmental Science: 4 works · 2.5% of their workEcology: 4 works · 2.5% of their workEverything else: 37 works · 21.1% of their workTHEIR WORKJorge Nocedal175works
Physical Sciences79%

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. Mathematics5631.9%
    2. Computer Science4827.7%
    3. Engineering2916.8%
    4. Environmental Science42.5%
  2. Everything else3721.1%
  1. 1Numerical Analysis32% of their works
  2. 2Computational Theory and Mathematics19% of their works
  3. 3Computational Mechanics10% of their works
  4. 4Artificial Intelligence9% of their works
  5. 5Control and Systems Engineering7% of their works
  6. 6Ecology2% of their works

Research topics

Which keywords describe Jorge Nocedal's research?

The keywords of their largest research topics: Convex Optimization, Optimization Software, Semidefinite Programming, Iterative Methods, Optimization, Matrix Computations, Numerical Linear Algebra and Compressed Sensing.

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. Convex Optimization1733 topics
  2. Optimization Software1121 topic
  3. Semidefinite Programming1121 topic
  4. Iterative Methods772 topics
  5. Optimization522 topics
  6. Matrix Computations391 topic
  7. Numerical Linear Algebra391 topic
  8. Compressed Sensing381 topic
  9. Convergence Analysis381 topic
  10. Newton's Method381 topic
  11. Sparse Representation381 topic
  12. Iterative Algorithms261 topic
  13. Model Predictive Control261 topic
  14. Nonlinear Operators261 topic
  15. Nonlinear Systems261 topic
  16. Random Projections231 topic
  17. Stochastic Gradient Descent231 topic
  18. Floating-Point Arithmetic141 topic
  19. Interval Analysis141 topic

Where does Jorge Nocedal work?

Jorge Nocedal's main affiliation in the publication record is Northwestern University, United States.

How many publications and citations does Jorge Nocedal have?

OpenAlex counts 175 works and 57,463 citations for Jorge Nocedal, an h-index of 55, ranking #53,250 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.

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