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Researcher · Università della Svizzera italiana · Switzerland

Michael M. Bronstein

Michael M. Bronstein publishes mostly in Computer Vision and Pattern Recognition, Computational Mechanics and Artificial Intelligence, on topics such as 3D Shape Modeling and Analysis, Advanced Graph Neural Networks and Image Retrieval and Classification Techniques.

ORCID 0000-0002-1262-7252 OpenAlex
World rank
#42,086
of 7,710,434 ranked researchers
Rank in Switzerland
#881
of 80,918
Works
503
Citations
33k
Citations per work
64.9
h-index
75
i10-index 221Top 0.3% in Computer Vision and Pattern Recognition
Michael M. Bronstein

What does Michael M. Bronstein research?

Michael M. Bronstein's work is mostly in Computer Science (51%), Engineering (14%), Biochemistry, Genetics and Molecular Biology (6%).

Physical Sciences: 324 works · 64.5% of their workComputer Science: 256 works · 50.9% of their workComputer Vision and Pattern Recognition: 156 works · 31.1% of their workArtificial Intelligence: 64 works · 12.7% of their workComputational Theory and Mathematics: 20 works · 4.0% of their workSignal Processing: 16 works · 3.1% of their workEngineering: 68 works · 13.6% of their workComputational Mechanics: 68 works · 13.6% of their workEverything else: 147 works · 29.3% of their workLife Sciences: 31 works · 6.2% of their workBiochemistry, Genetics and Molecular Biology: 31 works · 6.2% of their workMolecular Biology: 31 works · 6.2% of their workTHEIR WORKMichael M.Bronstein503works
Life Sciences6%Physical Sciences64%

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 Science25650.9%
    2. Engineering6813.6%
  2. Everything else14729.3%
    1. Biochemistry, Genetics and Molecular Biology316.2%
  1. 1Computer Vision and Pattern Recognition31% of their works
  2. 2Computational Mechanics14% of their works
  3. 3Artificial Intelligence13% of their works
  4. 4Molecular Biology6% of their works
  5. 5Computational Theory and Mathematics4% of their works
  6. 6Signal Processing3% of their works

Research topics

Which keywords describe Michael M. Bronstein's research?

The keywords of their largest research topics: Deep Learning, 3D Reconstruction, Point Clouds, Machine Learning, Graph Neural Networks, Knowledge Graph Embedding, Content-Based Image Retrieval and Shape Matching.

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. Deep Learning2974 topics
  2. 3D Reconstruction1321 topic
  3. Point Clouds1321 topic
  4. Machine Learning1082 topics
  5. Graph Neural Networks831 topic
  6. Knowledge Graph Embedding831 topic
  7. Content-Based Image Retrieval731 topic
  8. Shape Matching731 topic
  9. Feature Matching441 topic
  10. Local Descriptors441 topic
  11. Finite Elements391 topic
  12. NURBS391 topic
  13. Image Segmentation381 topic
  14. Medical Image Analysis381 topic
  15. Molecular Docking351 topic
  16. Virtual Screening351 topic
  17. Fragmented Objects341 topic
  18. Reconstruction341 topic

Where does Michael M. Bronstein work?

Michael M. Bronstein's main affiliation in the publication record is Università della Svizzera italiana, Switzerland.

How many publications and citations does Michael M. Bronstein have?

OpenAlex counts 503 works and 32,638 citations for Michael M. Bronstein, an h-index of 75, ranking #42,086 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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