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Researcher · Sandia National Laboratories California · United States

Tamara G. Kolda

Tamara G. Kolda publishes mostly in Artificial Intelligence, Computational Mathematics and Computational Theory and Mathematics, on topics such as Tensor decomposition and applications, Complex Network Analysis Techniques and Parallel Computing and Optimization Techniques.

ORCID 0000-0003-4176-2493 OpenAlex
World rank
#265,506
of 7,710,434 ranked researchers
Rank in United States
#97,184
of 1,627,098
Works
240
Citations
24k
Citations per work
99.8
h-index
50
i10-index 96Top 1% in Artificial Intelligence
Tamara G. Kolda

What does Tamara G. Kolda research?

Tamara G. Kolda's work is mostly in Computer Science (44%), Mathematics (14%), Physics and Astronomy (9%).

Physical Sciences: 159 works · 66.1% of their workComputer Science: 105 works · 43.7% of their workArtificial Intelligence: 53 works · 22.1% of their workComputational Theory and Mathematics: 21 works · 8.9% of their workComputer Networks and Communications: 16 works · 6.8% of their workHardware and Architecture: 14 works · 5.9% of their workMathematics: 33 works · 13.8% of their workComputational Mathematics: 33 works · 13.8% of their workPhysics and Astronomy: 21 works · 8.6% of their workStatistical and Nonlinear Physics: 21 works · 8.6% of their workEverything else: 81 works · 33.9% of their workTHEIR WORKTamara G. Kolda240works
Physical Sciences66%

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. Computer Science10543.7%
    2. Mathematics3313.8%
    3. Physics and Astronomy218.6%
  2. Everything else8133.9%
  1. 1Artificial Intelligence22% of their works
  2. 2Computational Mathematics14% of their works
  3. 3Computational Theory and Mathematics9% of their works
  4. 4Statistical and Nonlinear Physics9% of their works
  5. 5Computer Networks and Communications7% of their works
  6. 6Hardware and Architecture6% of their works

Research topics

Which keywords describe Tamara G. Kolda's research?

The keywords of their largest research topics: Machine Learning, Multilinear Algebra, Tensor Decomposition, Parallel Computing, Community Structure, Network Dynamics, GPU Computing and Performance Optimization.

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 18 words, with their numbers
  1. Machine Learning1172 topics
  2. Multilinear Algebra851 topic
  3. Tensor Decomposition851 topic
  4. Parallel Computing602 topics
  5. Community Structure361 topic
  6. Network Dynamics361 topic
  7. GPU Computing341 topic
  8. Performance Optimization341 topic
  9. Python321 topic
  10. Scientific Computing321 topic
  11. Matrix Computations261 topic
  12. Numerical Linear Algebra261 topic
  13. Compression211 topic
  14. Suffix Arrays211 topic
  15. Optimization Software201 topic
  16. Semidefinite Programming201 topic
  17. Graph Matching181 topic
  18. Graph Processing181 topic

Where does Tamara G. Kolda work?

Tamara G. Kolda's main affiliation in the publication record is Sandia National Laboratories California, United States.

How many publications and citations does Tamara G. Kolda have?

OpenAlex counts 240 works and 23,942 citations for Tamara G. Kolda, an h-index of 50, ranking #265,506 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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