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Researcher · IRT M2P · France

Corentin Friedrich

Corentin Friedrich publishes mostly in Artificial Intelligence, Biomedical Engineering and Computer Vision and Pattern Recognition, on topics such as Microwave Imaging and Scattering Analysis, Adversarial Robustness in Machine Learning and Stochastic Gradient Optimization Techniques.

OpenAlex
World rank
#5,734,701
of 7,710,434 ranked researchers
Rank in France
#243,456
of 324,115
Works
15
Citations
22
Citations per work
1.5
h-index
3
i10-index 1Top 95% in Artificial Intelligence
Corentin Friedrich

What does Corentin Friedrich research?

Corentin Friedrich's work is mostly in Computer Science (37%), Engineering (22%), Mathematics (7%).

Physical Sciences: 10 works · 65.9% of their workComputer Science: 5 works · 36.6% of their workArtificial Intelligence: 4 works · 24.4% of their workComputer Vision and Pattern Recognition: 2 works · 12.2% of their workEngineering: 3 works · 22.0% of their workBiomedical Engineering: 3 works · 17.1% of their workComputational Mechanics: 1 works · 4.9% of their workMathematics: 1 works · 7.3% of their workMathematical Physics: 1 works · 7.3% of their workEverything else: 4 works · 26.8% of their workHealth Sciences: 1 works · 7.3% of their workMedicine: 1 works · 7.3% of their workRadiology, Nuclear Medicine and Imaging: 1 works · 7.3% of their workTHEIR WORKCorentinFriedrich15works
Physical Sciences66%Health Sciences7%

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 Science536.6%
    2. Engineering322.0%
    3. Mathematics17.3%
  2. Everything else426.8%
    1. Medicine17.3%
  1. 1Artificial Intelligence24% of their works
  2. 2Biomedical Engineering17% of their works
  3. 3Computer Vision and Pattern Recognition12% of their works
  4. 4Mathematical Physics7% of their works
  5. 5Radiology, Nuclear Medicine and Imaging7% of their works
  6. 6Computational Mechanics5% of their works

Research topics

Which keywords describe Corentin Friedrich's research?

The keywords of their largest research topics: Breast Cancer Detection, Deep Learning, Microwave Imaging, Neural Networks, Inverse Problems, Machine Learning, Adversarial Examples and Ill-Posed Problems.

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 20 words, with their numbers
  1. Breast Cancer Detection61 topic
  2. Deep Learning62 topics
  3. Microwave Imaging61 topic
  4. Neural Networks62 topics
  5. Inverse Problems52 topics
  6. Machine Learning52 topics
  7. Adversarial Examples31 topic
  8. Ill-Posed Problems31 topic
  9. Imaging31 topic
  10. PET/CT31 topic
  11. Random Projections31 topic
  12. Regularization Methods31 topic
  13. Robustness31 topic
  14. Stochastic Gradient Descent31 topic
  15. Content-Based Image Retrieval21 topic
  16. Full-Waveform Tomography21 topic
  17. Hyperparameter Optimization21 topic
  18. Noisy Labels21 topic
  19. Seismic Waveform Inversion21 topic
  20. Shape Matching21 topic

Where does Corentin Friedrich work?

Corentin Friedrich's main affiliation in the publication record is IRT M2P, France.

How many publications and citations does Corentin Friedrich have?

OpenAlex counts 15 works and 22 citations for Corentin Friedrich, an h-index of 3, ranking #5,734,701 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.

Discussion

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