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Research facility · Castanet-Tolosan · France

Département mathématiques, informatique, sciences de la donnée et technologies du numérique

In research, Département mathématiques, informatique, sciences de la donnée et technologies du numérique stands highest in Physical Sciences (#11,513 of 21,541 worldwide), Computer Science (#4,313 of 7,020 worldwide) and Life Sciences (#12,470 of 14,347 worldwide), over all time.

inrae.fr/departements/mathnumROR OpenAlex
World rank, 2022–2025
#23,870
of 28,054 · #17,737 all time
Rank in France
#1,135
of 1,422
Research works
780
▼ 18% vs 2013–17
Citations
10k
13.1 per fractional work
Top-10% rate
7.4%
record average 16.5%
Open access
47%
world 28%

What is Département mathématiques, informatique, sciences de la donnée et technologies du numérique known for in research?

The fields where it stands highest, over all time, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorks
Physical SciencesDomain #11,513 of 21,541 12.7%484
Computer ScienceField #4,313 of 7,020 11.4%215
Life SciencesDomain #12,470 of 14,347 15.8%135

Each strip is that field’s whole ranked pool, with the notch where Département mathématiques, informatique, sciences de la donnée et technologies du numérique sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Agricultural and Biological Sciences: 3.01× its world share, 13 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 2.13× its world share, 11 worksBiochemistry, Geneti…Immunology and Microbiology: 0.37× its world share, 0 worksImmunology and Micro…Neuroscience: 0.28× its world share, 0 worksNeuroscienceChemical Engineering: 0.15× its world share, 0 worksChemical EngineeringChemistry: 0.64× its world share, 1 worksChemistryComputer Science: 2.34× its world share, 17 worksComputer ScienceEarth and Planetary Sciences: 0.57× its world share, 1 worksEarth and Planetary …Energy: 0.03× its world share, 0 worksEnergyEngineering: 0.74× its world share, 10 worksEngineeringEnvironmental Science: 1.44× its world share, 7 worksEnvironmental ScienceMaterials Science: 0.29× its world share, 1 worksMaterials ScienceMathematics: 9.34× its world share, 10 worksMathematicsPhysics and Astronomy: 1.54× its world share, 3 worksPhysics and AstronomyHealth Professions: 0.45× its world share, 1 worksHealth ProfessionsMedicine: 0.25× its world share, 4 worksMedicineNursing: 0.91× its world share, 0 worksNursingArts and Humanities: 0.27× its world share, 1 worksArts and HumanitiesBusiness, Management and Accounting: 0.58× its world share, 2 worksBusiness, Management…Decision Sciences: 2.49× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 1.43× its world share, 3 worksEconomics, Econometr…Psychology: 0.29× its world share, 1 worksPsychologySocial Sciences: 0.34× its world share, 4 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Mathematics, 9.3×. Every wedge is a field page.

Who are the top researchers at Département mathématiques, informatique, sciences de la donnée et technologies du numérique?

Ranked on the composite score, Abdellatif Moudafi, Christine Gaspin and Victor Picheny lead among researchers whose main affiliation is Département mathématiques, informatique, sciences de la donnée et technologies du numérique.

  1. 1 Abdellatif Moudafi France · #498,935 worldwide 86 citations · 29 works
  2. 2 Christine Gaspin France · #689,876 worldwide 146 citations · 43 works
  3. 3 Victor Picheny France · #775,927 worldwide 76 citations · 37 works
  4. 4 Céline Lévy‐Leduc France · #869,554 worldwide 105 citations · 24 works
  5. 5 Gauthier Quesnel France · #879,698 worldwide 12 citations · 15 works
  6. 6 Nathalie Vialaneix France · #935,617 worldwide 94 citations · 77 works
  7. 7 Stephane S. Robin France · #1,056,183 worldwide 33 citations · 19 works
  8. 8 Joon Yeong Kwon France · #1,100,192 worldwide 22 citations · 15 works
  9. 9 Juliette Dibie-Barthélemy France · #1,145,234 worldwide 26 citations · 35 works
  10. 10 Antoine Cornuéjols France · #1,285,973 worldwide 14 citations · 51 works
All ranked researchers at Département mathématiques, informatique, sciences de la donnée et technologies du numérique

Which keywords describe research at Département mathématiques, informatique, sciences de la donnée et technologies du numérique?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Climate Change, Machine Learning, Semantic Web, Data Integration, Description Logics, Knowledge Representation, Linked Data and Sustainability.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in 2022–2025 in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 40 words, with their numbers
  1. Machine Learning6▲ 1.97×30 topics
  2. Climate Change6▲ 2.3×38 topics
  3. Deep Learning5▲ 1.49×24 topics
  4. Sustainability4▲ 1.87×20 topics
  5. Neural Networks3▲ 1.95×16 topics
  6. Semantic Web3▲ 32×3 topics
  7. Data Integration3▲ 17×4 topics
  8. Description Logics2▲ 46×2 topics
  9. Knowledge Representation2▲ 25×2 topics
  10. Linked Data2▲ 55×2 topics
  11. Adaptation2▲ 7.2×4 topics
  12. Biological Control2▲ 13×5 topics
  13. Multifunctionality2▲ 38×2 topics
  14. Ontology2▲ 23×1 topic
  15. RDF2▲ 55×1 topic
  16. Environmental Monitoring2▲ 4.8×5 topics
  17. Finite Element2▲ 41×2 topics
  18. Phylogenetic Analysis2▲ 5.9×6 topics
  19. Genetic Diversity2▲ 4.0×7 topics
  20. Livestock Farming2▲ 27×2 topics
  21. Population Genetics2▲ 13×4 topics
  22. Porous Media2▲ 13×3 topics
  23. Heterogeneous2▲ 41×1 topic
  24. Multiscale Methods2▲ 41×1 topic
  25. Smallholder Farmers2▲ 7.4×3 topics
  26. Variable Selection2▲ 17×2 topics
  27. Bayesian Inference1▲ 16×5 topics
  28. Clustering1▲ 15×3 topics
  29. High-Dimensional Data1▲ 9.1×3 topics
  30. Internet of Things (IoT)1▲ 13×2 topics
  31. Marker-Assisted Selection1▲ 19×2 topics
  32. Numerical Methods1▲ 18×3 topics
  33. Quality Assessment1▲ 8.2×2 topics
  34. Agricultural Development1▲ 8.4×1 topic
  35. Agroecology1▲ 9.6×2 topics
  36. Fluid-Structure Interaction1▲ 9.4×4 topics
  37. Statistical Analysis1▲ 7.6×3 topics
  38. Work Organization1▲ 32×1 topic
  39. Model Selection1▲ 15×3 topics
  40. Principal Component Analysis1▲ 9.2×3 topics

Which research topics does Département mathématiques, informatique, sciences de la donnée et technologies du numérique publish most on?

By volume in 2022–2025: Semantic Web and Ontologies, Advanced Mathematical Modeling in Engineering, Agriculture and Rural Development Research and History and Theory of Mathematics.

Semantic Web and Ontolog…2Semantic Web and Ontologies: 2 fractional worksAdvanced Mathematical Mo…2Advanced Mathematical Modeling in Engineering: 2 fractional worksAgriculture and Rural Development Research: 1 fractional worksHistory and Theory of Mathematics: 1 fractional worksAdvanced Numerical Analysis Techniques: 1 fractional worksSmart Agriculture and AI: 1 fractional worksNeural Networks and Applications: 1 fractional worksStatistical Methods and …1Statistical Methods and Inference: 1 fractional worksBayesian Methods and Mixture Models: 1 fractional worksGenomics and Phylogenetic Studies: 1 fractional works
Artificial IntelligenceComputational Theory and MathematicsEcology, Evolution, Behavior and SystematicsTheoretical Computer Science4 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Semantic Web and Ontologies Artificial Intelligence 2 works
  2. 2 Advanced Mathematical Modeling in Engineering Computational Theory and Mathematics 2 works
  3. 3 Agriculture and Rural Development Research Ecology, Evolution, Behavior and Systematics 1 works
  4. 4 History and Theory of Mathematics Theoretical Computer Science 1 works
  5. 5 Advanced Numerical Analysis Techniques Computational Mechanics 1 works
  6. 6 Smart Agriculture and AI Plant Science 1 works
  7. 7 Neural Networks and Applications Artificial Intelligence 1 works
  8. 8 Statistical Methods and Inference Statistics and Probability 1 works
  9. 9 Bayesian Methods and Mixture Models Artificial Intelligence 1 works
  10. 10 Genomics and Phylogenetic Studies Molecular Biology 1 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available47.3%not open52.7%

World: 28% of research is openly available.

with international co-authors16.2%domestic only83.8%

World: 19% is written across borders.

How has Département mathématiques, informatique, sciences de la donnée et technologies du numérique's research output changed?

Output in 2018–2022 was 18% lower than in 2013–2017.

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Castanet-Tolosan

All research institutions in Castanet-Tolosan

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.