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Government institution · Le Chesnay-Rocquencourt · France

Institut national de recherche en sciences et technologies du numérique

In research, Institut national de recherche en sciences et technologies du numérique stands highest in Computer Science (#169 of 4,667 worldwide), Physical Sciences (#1,689 of 12,888 worldwide) and Artificial Intelligence (#474 of 1,884 worldwide), 2022–2025. Relative to its size it is most specialised in Hardware and Architecture, Computational Theory and Mathematics and Computer Networks and Communications — Hardware and Architecture is 15.5× its share of world research.

inria.frROR OpenAlex
World rank, 2022–2025
#2,618
of 28,054 · #525 all time
Rank in France
#44
of 1,422
Research works
19k
▼ 35% vs 2013–17
Citations
629k
32.6 per fractional work
Top-10% rate
14.5%
record average 16.5%
Open access
47%
world 28%

What is Institut national de recherche en sciences et technologies du numérique known for in research?

The fields where it stands highest, 2022–2025, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Computer ScienceField #169 of 4,667 15.5%692 #13
Physical SciencesDomain #1,689 of 12,888 14.8%1,169 #373
Artificial IntelligenceSubfield #474 of 1,884 16.7%247 #60
Computer Vision and Pattern RecognitionSubfield #348 of 941 20.1%110 #12
EngineeringField #2,479 of 6,636 13.2%284 #377
Health SciencesDomain #6,518 of 11,982 16.9%121 #3914
Social SciencesDomain #5,883 of 10,521 12.3%189 #2212
MedicineField #6,126 of 10,443 17.1%103 #3282
Life SciencesDomain #5,114 of 7,800 12.9%117 #2664
Computer Networks and CommunicationsSubfield #521 of 705 11.7%111 #45

Each strip is that field’s whole ranked pool, with the notch where Institut national de recherche en sciences 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).

Which of those standings moved

The same fields on both windows: where it stood over the whole record, and where it stands in 2022–2025. The distance is the story, and it is the one thing the two rank columns above cannot show.

  1. Computer Science#13 #169
  2. Physical Sciences#373 #1,689
  3. Artificial Intelligence#60 #474
  4. Computer Vision and Pattern Recognition#12 #348
  5. Engineering#377 #2,479
  6. Health Sciences#3,914 #6,518
  7. Social Sciences#2,212 #5,883
  8. Medicine#3,282 #6,126
  9. Life Sciences#2,664 #5,114
  10. Computer Networks and Communications#45 #521
all time2022–2025, better2022–2025, worse

A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.

What does Institut national de recherche en sciences et technologies du numérique specialise in?

Where its research is concentrated relative to its size: Hardware and Architecture takes 15.5× the share of its output that it takes of world research.

  1. Hardware and ArchitectureSubfield · 27.9 works16×
  2. Computational Theory and MathematicsSubfield · 67.8 works9.9×
  3. Computer Networks and CommunicationsSubfield · 111.2 works7.8×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

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: 0.29× its world share, 22 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.66× its world share, 57 worksBiochemistry, Geneti…Immunology and Microbiology: 0.18× its world share, 3 worksImmunology and Micro…Neuroscience: 1.33× its world share, 34 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.17× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.16× its world share, 1 worksChemical EngineeringChemistry: 0.18× its world share, 5 worksChemistryComputer Science: 5.58× its world share, 692 worksComputer ScienceEarth and Planetary Sciences: 0.98× its world share, 24 worksEarth and Planetary …Energy: 0.31× its world share, 5 worksEnergyEngineering: 1.18× its world share, 284 worksEngineeringEnvironmental Science: 0.46× its world share, 36 worksEnvironmental ScienceMaterials Science: 0.13× its world share, 7 worksMaterials ScienceMathematics: 3.73× its world share, 70 worksMathematicsPhysics and Astronomy: 1.28× its world share, 46 worksPhysics and AstronomyDentistry: 0.15× its world share, 1 worksDentistryHealth Professions: 0.33× its world share, 14 worksHealth ProfessionsMedicine: 0.33× its world share, 102 worksMedicineNursing: 0.24× its world share, 2 worksNursingVeterinary: 0.41× its world share, 1 worksVeterinaryArts and Humanities: 0.66× its world share, 31 worksArts and HumanitiesBusiness, Management and Accounting: 0.29× its world share, 15 worksBusiness, Management…Decision Sciences: 2.42× its world share, 37 worksDecision SciencesEconomics, Econometrics and Finance: 0.55× its world share, 19 worksEconomics, Econometr…Psychology: 0.51× its world share, 25 worksPsychologySocial Sciences: 0.31× its world share, 62 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 5.6×. Every wedge is a field page.

Who are the top researchers at Institut national de recherche en sciences et technologies du numérique?

Ranked on the composite score, Cordelia Schmid, Ivan Laptev and Hervé Delingette lead among researchers whose main affiliation is Institut national de recherche en sciences et technologies du numérique.

  1. 1 Cordelia Schmid France · #133 worldwide 5.8k citations · 172 works
  2. 2 Ivan Laptev France · #1,817 worldwide 3.1k citations · 88 works
  3. 3 Hervé Delingette France · #3,047 worldwide 1.6k citations · 120 works
  4. 4 Nicholas Ayache France · #3,620 worldwide 2.1k citations · 196 works
  5. 5 Hervé Jeǵou France · #4,477 worldwide 1.8k citations · 68 works
  6. 6 Albert Benveniste France · #4,507 worldwide 1.3k citations · 102 works
  7. 7 Jakob Verbeek France · #5,737 worldwide 1.6k citations · 70 works
  8. 8 Julien Mairal France · #8,069 worldwide 1.3k citations · 63 works
  9. 9 Serge Abiteboul France · #11,554 worldwide 1.1k citations · 140 works
  10. 10 Thierry Turletti France · #12,738 worldwide 888 citations · 81 works
All ranked researchers at Institut national de recherche en sciences et technologies du numérique

Which keywords describe research at Institut national de recherche en sciences et technologies du numérique?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Neural Networks, Model Checking, Distributed Systems, Security Analysis, Cryptanalysis and Side-Channel Attacks.

▲ 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. Deep Learning204▲ 3.7×74 topics
  2. Machine Learning130▲ 2.5×73 topics
  3. Neural Networks94▲ 3.8×36 topics
  4. Model Checking40▲ 55×3 topics
  5. Distributed Systems35▲ 13×6 topics
  6. Security Analysis32▲ 12×4 topics
  7. Cryptanalysis31▲ 23×4 topics
  8. Security29▲ 2.8×18 topics
  9. Convolutional Neural Networks28▲ 2.4×13 topics
  10. Anomaly Detection27▲ 5.8×5 topics
  11. Side-Channel Attacks27▲ 36×3 topics
  12. Convolutional Networks26▲ 12×3 topics
  13. IoT Security26▲ 5.2×3 topics
  14. Unsupervised Learning23▲ 10×3 topics
  15. Cryptography23▲ 12×3 topics
  16. Parallel Computing22▲ 12×5 topics
  17. High-Performance Computing21▲ 16×3 topics
  18. Simulation21▲ 5.2×13 topics
  19. Temporal Logic21▲ 41×2 topics
  20. Knowledge Representation21▲ 15×5 topics
  21. Approximation Algorithms21▲ 18×5 topics
  22. Fluid-Structure Interaction20▲ 8.4×5 topics
  23. Data Integration20▲ 7.5×6 topics
  24. Resource Allocation20▲ 7.1×9 topics
  25. Description Logics20▲ 25×2 topics
  26. Wireless Networks20▲ 8.0×9 topics
  27. Static Analysis19▲ 66×2 topics
  28. Semantic Web19▲ 13×5 topics
  29. Workflow Management19▲ 17×2 topics
  30. Formal Verification19▲ 94×1 topic
  31. Type Inference19▲ 94×1 topic
  32. Error-Correcting Codes18▲ 35×2 topics
  33. 5G Networks18▲ 5.6×5 topics
  34. Virtualization18▲ 14×2 topics
  35. Convex Optimization18▲ 14×5 topics
  36. High-Dimensional Data18▲ 7.2×3 topics
  37. Hardware Implementations17▲ 38×2 topics
  38. Inverse Problems16▲ 9.2×4 topics
  39. Depth Estimation16▲ 11×2 topics
  40. Automata15▲ 34×2 topics

Which research topics does Institut national de recherche en sciences et technologies du numérique publish most on?

By volume in 2022–2025: Logic, programming, and type systems, Coding theory and cryptography, Cryptographic Implementations and Security and Natural Language Processing Techniques.

Logic, programming, and …19Logic, programming, and type systems: 19 fractional worksCoding theory and crypto…15Coding theory and cryptography: 15 fractional worksCryptographic Implementations and Security: 14 fractional worksNatural Language Processing Techniques: 14 fractional worksAdvanced Vision and Imaging: 14 fractional worksParallel Computing and Optimization Techniques: 13 fractional worksFormal Methods in Verification: 13 fractional worksTopic Modeling12Topic Modeling: 12 fractional worksCryptography and Data Security: 12 fractional worksAnomaly Detection Techniques and Applications: 11 fractional works
Artificial IntelligenceComputer Vision and Pattern RecognitionHardware and ArchitectureComputational Theory and Mathematics

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

  1. 1 Logic, programming, and type systems Artificial Intelligence 19 works
  2. 2 Coding theory and cryptography Artificial Intelligence 15 works
  3. 3 Cryptographic Implementations and Security Artificial Intelligence 14 works
  4. 4 Natural Language Processing Techniques Artificial Intelligence 14 works
  5. 5 Advanced Vision and Imaging Computer Vision and Pattern Recognition 14 works
  6. 6 Parallel Computing and Optimization Techniques Hardware and Architecture 13 works
  7. 7 Formal Methods in Verification Computational Theory and Mathematics 13 works
  8. 8 Topic Modeling Artificial Intelligence 12 works
  9. 9 Cryptography and Data Security Artificial Intelligence 12 works
  10. 10 Anomaly Detection Techniques and Applications Artificial Intelligence 11 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-authors32.9%domestic only67.1%

World: 19% is written across borders.

How has Institut national de recherche en sciences et technologies du numérique's research output changed?

Output in 2018–2022 was 35% 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.

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.