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Researcher · Max Planck Institute for Intelligent Systems · Germany

Caterina De Bacco

Caterina De Bacco publishes mostly in Artificial Intelligence, Statistical and Nonlinear Physics and Computer Vision and Pattern Recognition, on topics such as Evolution and Genetic Dynamics, Neural Networks and Applications and Advanced Graph Neural Networks.

ORCID 0000-0002-8634-0211 OpenAlex
World rank
#1,548,049
of 1,633,909 ranked researchers
Rank in Germany
#83,112
of 86,443
Works
15
Citations
28
Citations per work
1.9

What does Caterina De Bacco research?

Artificial Intelligence: 16.7%Statistical and Nonlinear Physics: 12.5%Computer Vision and Pattern Recognition: 8.3%Modeling and Simulation: 8.3%other fields: 54.2%17%top field
Artificial Intelligence16.7%Statistical and Nonlinear Physics12.5%Computer Vision and Pattern Recognition8.3%Modeling and Simulation8.3%other fields54.2%

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

  1. 1Artificial Intelligence17% of their works
  2. 2Statistical and Nonlinear Physics12% of their works
  3. 3Computer Vision and Pattern Recognition8% of their works
  4. 4Modeling and Simulation8% of their works
  5. 5Management of Technology and Innovation8% of their works
  6. 6Sociology and Political Science8% of their works

Research topics

Which keywords describe Caterina De Bacco's research?

The keywords of their largest research topics: Deep Learning, Adaptation, Altruism, Community Structure, Cooperation, COVID-19, Evolution and Graph Neural Networks.

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 17 words, with their numbers
  1. Deep Learning42 topics
  2. Adaptation21 topic
  3. Altruism21 topic
  4. COVID-1921 topic
  5. Community Structure21 topic
  6. Cooperation21 topic
  7. Evolution21 topic
  8. Graph Neural Networks21 topic
  9. Knowledge Graph Embedding21 topic
  10. Modeling21 topic
  11. Network Dynamics21 topic
  12. Neural Networks21 topic
  13. Self-Organizing Maps21 topic
  14. Facilitated Diffusion11 topic
  15. Functional Connectivity11 topic
  16. Protein-DNA Interaction11 topic
  17. Resting-State fMRI11 topic

Where does Caterina De Bacco work?

Caterina De Bacco's main affiliation in the publication record is Max Planck Institute for Intelligent Systems, Germany.

How many publications and citations does Caterina De Bacco have?

Science Explorer counts 15 works and 28 citations for Caterina De Bacco, ranking #1,548,049 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.