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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, Matrix Theory and Algorithms and Algorithms and Data Compression.

ORCID 0000-0003-4176-2493 OpenAlex
World rank
#11,036
of 1,633,909 ranked researchers
Rank in United States
#5,310
of 358,040
Works
46
Citations
2.6k
Citations per work
57.5

What does Tamara G. Kolda research?

Artificial Intelligence: 30.8%Computational Mathematics: 17.3%Computational Theory and Mathematics: 13.5%Statistical and Nonlinear Physics: 5.8%other fields: 32.6%31%top field
Artificial Intelligence30.8%Computational Mathematics17.3%Computational Theory and Mathematics13.5%Statistical and Nonlinear Physics5.8%other fields32.6%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence31% of their works
  2. 2Computational Mathematics17% of their works
  3. 3Computational Theory and Mathematics14% of their works
  4. 4Statistical and Nonlinear Physics6% of their works
  5. 5Computer Networks and Communications6% 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, Matrix Computations, Numerical Linear Algebra, Compression and Suffix Arrays.

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 Learning122 topics
  2. Multilinear Algebra91 topic
  3. Tensor Decomposition91 topic
  4. Parallel Computing82 topics
  5. Matrix Computations51 topic
  6. Numerical Linear Algebra51 topic
  7. Compression41 topic
  8. Suffix Arrays41 topic
  9. Community Structure31 topic
  10. GPU Computing31 topic
  11. Network Dynamics31 topic
  12. Performance Optimization31 topic
  13. Python31 topic
  14. Scientific Computing31 topic
  15. Constraint Optimization21 topic
  16. Distributed Algorithms21 topic
  17. Neural Networks21 topic
  18. Self-Organizing Maps21 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?

Science Explorer counts 46 works and 2,646 citations for Tamara G. Kolda, ranking #11,036 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.