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Research facility · Metz · France

IRT M2P

In research, IRT M2P stands highest in Physical Sciences (#8,279 of 10,670 worldwide), 2022-now.

irt-m2p.euROR OpenAlex
World rank, 2022-now
#20,453
of 22,385 · #27,235 all time
Rank in France
#478
of 517
Research works
265
▲ 40% vs 2018-21
Citations
2.1k
7.8 per fractional work
Top-10% rate
5.9%
all institutions 10.0%
vs its own fields
0.99×
1.00× is exactly expected
Open access
44%
world 40%
International
19%
world 18%
IRT M2P

What is IRT M2P known for in research?

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

FieldWorld rankWhere that sitsTop-10% rateWorksAll time
Physical SciencesDomain #8,279 of 10,670 5.3%63 #12452

Each strip is that field's whole ranked pool, with the notch where IRT M2P 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 average mark, because the average differs by field (from about 6% in Dentistry to 21% in Economics).

Which fields of science does IRT M2P work in?

In 2022-now, 88% of research at IRT M2P is in Physical Sciences, 8% in Social Sciences. Its largest fields are Engineering (56%), Computer Science (15%), Materials Science (8%). It does 2.2× the world's share of Physical Sciences.

Physical Sciences: 72 fractional works · 88.0% of its workEngineering: 46 fractional works · 56.1% of its workElectrical and Electronic Engineering: 14 fractional works · 16.9% of its workMechanical Engineering: 10 fractional works · 12.3% of its workAerospace Engineering: 5 fractional works · 5.6% of its workMechanics of Materials: 4 fractional works · 5.4% of its workIndustrial and Manufacturing Engineering: 3 fractional works · 3.3% of its workAutomotive Engineering: 2 fractional works · 2.6% of its workOcean Engineering: 2 fractional works · 2.2% of its workComputational Mechanics: 2 fractional works · 2.0% of its workControl and Systems Engineering: 2 fractional works · 1.8% of its workBiomedical Engineering: 1 fractional works · 1.2% of its workCivil and Structural Engineering: 1 fractional works · 1.0% of its workBuilding and Construction: 1 fractional works · 0.7% of its workMedia Technology: 1 fractional works · 0.7% of its workSafety, Risk, Reliability and Quality: 0 fractional works · 0.5% of its workComputer Science: 12 fractional works · 14.6% of its workArtificial Intelligence: 5 fractional works · 6.4% of its workComputer Networks and Communications: 3 fractional works · 3.3% of its workComputer Vision and Pattern Recognition: 2 fractional works · 2.2% of its workSoftware: 1 fractional works · 0.8% of its workComputational Theory and Mathematics: 1 fractional works · 0.7% of its workInformation Systems: 1 fractional works · 0.6% of its workHuman-Computer Interaction: 0 fractional works · 0.4% of its workHardware and Architecture: 0 fractional works · 0.2% of its workMaterials Science: 6 fractional works · 7.9% of its workMaterials Chemistry: 3 fractional works · 3.5% of its workPolymers and Plastics: 1 fractional works · 1.6% of its workElectronic, Optical and Magnetic Materials: 1 fractional works · 1.1% of its workMetals and Alloys: 0 fractional works · 0.5% of its workCeramics and Composites: 0 fractional works · 0.5% of its workGeneral Materials Science: 0 fractional works · 0.2% of its workSurfaces, Coatings and Films: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.2% of its workPhysics and Astronomy: 3 fractional works · 3.9% of its workCondensed Matter Physics: 1 fractional works · 1.3% of its workRadiation: 1 fractional works · 1.3% of its workAtomic and Molecular Physics, and Optics: 1 fractional works · 0.9% of its workStatistical and Nonlinear Physics: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnvironmental Science: 2 fractional works · 2.9% of its workGlobal and Planetary Change: 1 fractional works · 1.4% of its workPollution: 0 fractional works · 0.5% of its workEnvironmental Engineering: 0 fractional works · 0.5% of its workEcological Modeling: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.3% of its workEarth and Planetary Sciences: 1 fractional works · 1.1% of its workOceanography: 0 fractional works · 0.6% of its workEarth-Surface Processes: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.3% of its workChemistry: 1 fractional works · 0.7% of its workSpectroscopy: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.2% of its workEnergy: 0 fractional works · 0.5% of its workRenewable Energy, Sustainability and the Environment: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.0% of its workChemical Engineering: 0 fractional works · 0.3% of its workFluid Flow and Transfer Processes: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.0% of its workSocial Sciences: 6 fractional works · 7.9% of its workSocial Sciences: 3 fractional works · 3.8% of its workSociology and Political Science: 1 fractional works · 1.7% of its workPolitical Science and International Relations: 1 fractional works · 1.0% of its workDemography: 0 fractional works · 0.4% of its workUrban Studies: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.5% of its workBusiness, Management and Accounting: 1 fractional works · 1.5% of its workManagement Information Systems: 1 fractional works · 0.8% of its workManagement of Technology and Innovation: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.2% of its workDecision Sciences: 1 fractional works · 1.3% of its workStatistics, Probability and Uncertainty: 1 fractional works · 0.9% of its workInformation Systems and Management: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEconomics, Econometrics and Finance: 0 fractional works · 0.6% of its workGeneral Economics, Econometrics and Finance: 0 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workArts and Humanities: 0 fractional works · 0.5% of its workPsychology: 0 fractional works · 0.3% of its workLife Sciences: 2 fractional works · 2.3% of its workAgricultural and Biological Sciences: 1 fractional works · 0.8% of its workPlant Science: 1 fractional works · 0.8% of its workBiochemistry, Genetics and Molecular Biology: 1 fractional works · 0.7% of its workPhysiology: 0 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.5% of its workNeuroscience: 1 fractional works · 0.6% of its workCellular and Molecular Neuroscience: 0 fractional works · 0.3% of its workCognitive Neuroscience: 0 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workImmunology and Microbiology: 0 fractional works · 0.2% of its workMicrobiology: 0 fractional works · 0.2% of its workHealth Sciences: 1 fractional works · 1.8% of its workMedicine: 1 fractional works · 1.5% of its workSurgery: 0 fractional works · 0.3% of its workCardiology and Cardiovascular Medicine: 0 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 1.0% of its workHealth Professions: 0 fractional works · 0.3% of its workALL ITS WORKIRT M2P82fractional works, 2022-now
Life Sciences2%Physical Sciences88%Health Sciences2%Social Sciences8%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.

Its 4 domains and 21 fields, with their numbers
    1. Engineering4656.1%
    2. Computer Science1214.6%
    3. Materials Science67.9%
    4. Physics and Astronomy33.9%
    5. Environmental Science22.9%
    6. Earth and Planetary Sciences11.1%
    7. Chemistry10.7%
    8. Energy00.5%
    9. Chemical Engineering00.3%
    1. Social Sciences33.8%
    2. Business, Management and Accounting11.5%
    3. Decision Sciences11.3%
    4. Economics, Econometrics and Finance00.6%
    5. Arts and Humanities00.5%
    6. Psychology00.3%
    1. Agricultural and Biological Sciences10.8%
    2. Biochemistry, Genetics and Molecular Biology10.7%
    3. Neuroscience10.6%
    4. Immunology and Microbiology00.2%
    1. Medicine11.5%
    2. Health Professions00.3%
All of science, and how each field's share has moved since 1950: the Science domain explorer

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: 0.16× its world share, 1 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.13× its world share, 1 worksBiochemistry, Geneti…Immunology and Microbiology: 0.20× its world share, 0 worksImmunology and Micro…Neuroscience: 0.40× its world share, 0 worksNeuroscienceChemical Engineering: 0.78× its world share, 0 worksChemical EngineeringChemistry: 0.45× its world share, 1 worksChemistryComputer Science: 1.88× its world share, 12 worksComputer ScienceEarth and Planetary Sciences: 0.71× its world share, 1 worksEarth and Planetary …Energy: 0.57× its world share, 0 worksEnergyEngineering: 3.74× its world share, 46 worksEngineeringEnvironmental Science: 0.58× its world share, 2 worksEnvironmental ScienceMaterials Science: 2.25× its world share, 6 worksMaterials SciencePhysics and Astronomy: 1.78× its world share, 3 worksPhysics and AstronomyHealth Professions: 0.12× its world share, 0 worksHealth ProfessionsMedicine: 0.08× its world share, 1 worksMedicineArts and Humanities: 0.16× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.46× its world share, 1 worksBusiness, Management…Decision Sciences: 1.32× its world share, 1 worksDecision SciencesEconomics, Econometrics and Finance: 0.28× its world share, 0 worksEconomics, Econometr…Psychology: 0.09× its world share, 0 worksPsychologySocial Sciences: 0.30× its world share, 3 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Engineering, 3.7×. Every wedge is a field page.

All 21 fields, with their numbers
  1. Engineering3.74×46 works
  2. Materials Science2.25×6 works
  3. Computer Science1.88×12 works
  4. Physics and Astronomy1.78×3 works
  5. Decision Sciences1.32×1 works
  6. Chemical Engineering0.78×0 works
  7. Earth and Planetary Sciences0.71×1 works
  8. Environmental Science0.58×2 works
  9. Energy0.57×0 works
  10. Business, Management and Accounting0.46×1 works
  11. Chemistry0.45×1 works
  12. Neuroscience0.40×0 works
  13. Social Sciences0.30×3 works
  14. Economics, Econometrics and Finance0.28×0 works
  15. Immunology and Microbiology0.20×0 works
  16. Agricultural and Biological Sciences0.16×1 works
  17. Arts and Humanities0.16×0 works
  18. Biochemistry, Genetics and Molecular Biology0.13×1 works
  19. Health Professions0.12×0 works
  20. Psychology0.09×0 works
  21. Medicine0.08×1 works

Who are the top researchers at IRT M2P?

Ranked on the quality score, Franck Mamalet, P. V. Riboud and Henri Gaye lead among researchers whose main affiliation is IRT M2P.

  1. 1 Franck Mamalet France · #1,539,312 worldwide 1.7k citations · 71 works
  2. 2 P. V. Riboud France · #2,140,395 worldwide 592 citations · 21 works
  3. 3 Henri Gaye France · #2,464,576 worldwide 1.1k citations · 51 works
  4. 4 Serge Rainjonneau France · #3,177,104 worldwide 124 citations · 21 works
  5. 5 David Vigouroux France · #3,530,594 worldwide 188 citations · 24 works
  6. 6 Siham El Garroussi France · #3,690,801 worldwide 145 citations · 19 works
  7. 7 Ahmad Berjaoui France · #3,723,835 worldwide 78 citations · 17 works
  8. 8 P. Roumanille France · #3,791,071 worldwide 142 citations · 15 works
  9. 9 Éric Jenn France · #3,900,901 worldwide 996 citations · 73 works
  10. 10 Agustin Martin Picard France · #3,910,543 worldwide 126 citations · 31 works
All ranked researchers at IRT M2P

What are the most cited papers from IRT M2P?

The most cited paper from IRT M2P is "On Assessing ML Model Robustness: A Methodological Framework (Academic Track)" (Awadid, Afef, Robert, Boris, 2025), with 4,781 citations. Next come "Vitrimer composites: current status and future challenges" (254) and "River: machine learning for streaming data in Python" (160).

Most cited papers
#PaperReleasedCitations
1 On Assessing ML Model Robustness: A Methodological Framework (Academic Track) Awadid, Afef, Robert, Boris · OASIcs : OpenAccess Series in Informatics Conference paperOpen access 2025 4,781
2 Vitrimer composites: current status and future challenges Vincent Schenk, Karine Labastié, Mathias Destarac et al. · Materials Advances Open access 2022 254
3 River: machine learning for streaming data in Python Jacob Montiel, Max Halford, Saulo Martiello Mastelini et al. · arXiv (Cornell University) PreprintOpen access 8 Dec 2020 160
4 Influence des conditions de solidification sur le déroulement de la solidification des aciers inoxydables austénitiques Manuel Bobadilla, J. Lacaze, G. Lesoult · Journal of Crystal Growth Jul 1988 123
5 The mechanism of whisker growth in the reduction of wüstite Rémy Nicolle, A. Rist · Metallurgical Transactions B Sep 1979 106
All 61 most cited papers, with filters and sorting

Which keywords describe research at IRT M2P?

By fractional works in 2022-now, weighted toward what it does more of than the world: Mechanical Properties, Thermal Management, Microstructure, Additive Manufacturing, High-Temperature Electronics, Power Devices, Reliability and Wide Bandgap Semiconductors.

▲ 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-now 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. Mechanical Properties6▲ 8.0×21 topics
  2. Deep Learning5▲ 1.67×19 topics
  3. Thermal Management5▲ 17×3 topics
  4. Microstructure4▲ 9.8×10 topics
  5. Machine Learning4▲ 1.51×22 topics
  6. Additive Manufacturing4▲ 14×5 topics
  7. High-Temperature Electronics3▲ 69×2 topics
  8. Power Devices3▲ 60×2 topics
  9. Reliability3▲ 53×1 topic
  10. Wide Bandgap Semiconductors3▲ 96×1 topic
  11. Neural Networks3▲ 2.2×12 topics
  12. Power Electronics3▲ 11×7 topics
  13. Process Parameters2▲ 27×3 topics
  14. Nanocomposites2▲ 3.1×8 topics
  15. Finite Element Analysis2▲ 10×4 topics
  16. Heat Transfer2▲ 4.8×8 topics
  17. Thermal Analysis2▲ 18×6 topics
  18. Grain Refinement2▲ 19×4 topics
  19. Numerical Simulation2▲ 7.5×5 topics
  20. Material Characterization2▲ 18×2 topics
  21. Microstructural Evolution2▲ 15×4 topics
  22. Adhesive Joints2▲ 28×2 topics
  23. Mechanical Behavior2▲ 16×2 topics
  24. Metal Powders2▲ 26×2 topics
  25. Ballistic Impact2▲ 29×2 topics
  26. Collision Avoidance2▲ 10×4 topics
  27. Fracture Mechanics2▲ 28×2 topics
  28. Cohesive Zone Models1▲ 47×1 topic
  29. Corrosion Resistance1▲ 24×4 topics
  30. Delamination1▲ 32×1 topic
  31. Induction Motors1▲ 37×2 topics
  32. Metallic Components1▲ 25×1 topic
  33. Selective Laser Melting1▲ 25×1 topic
  34. EMI1▲ 83×1 topic
  35. Electromagnetic Compatibility1▲ 83×1 topic
  36. Nanowires1▲ 11×3 topics
  37. Band Parameters1▲ 27×2 topics
  38. Deep Neural Networks1▲ 12×3 topics
  39. Material Properties1▲ 15×3 topics
  40. Path Planning1▲ 12×2 topics

Which research topics does IRT M2P publish most on?

By volume in 2022-now: Silicon Carbide Semiconductor Technologies, Additive Manufacturing Materials and Processes, Mechanical Behavior of Composites and Electromagnetic Compatibility and Noise Suppression.

Silicon Carbide Semicond…3Silicon Carbide Semiconductor Technologies: 3 fractional worksAdditive Manufacturing Materials and Processes: 1 fractional worksMechanical Behavior of Composites: 1 fractional worksElectromagnetic Compatibility and Noise Suppression: 1 fractional worksAdvanced Battery Technologies Research: 1 fractional worksGaN-based semiconductor devices and materials: 1 fractional worksMaritime Navigation and …1Maritime Navigation and Safety: 1 fractional worksMicrostructure and Mechanical Properties of Steels: 1 fractional worksRadioactive Decay and Measurement Techniques: 1 fractional worksEducation, sociology, an…1Education, sociology, and vocational training: 1 fractional works
Electrical and Electronic EngineeringMechanical EngineeringMechanics of MaterialsAutomotive Engineering4 others

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

  1. 1 Silicon Carbide Semiconductor Technologies Electrical and Electronic Engineering 3 works
  2. 2 Additive Manufacturing Materials and Processes Mechanical Engineering 1 works
  3. 3 Mechanical Behavior of Composites Mechanics of Materials 1 works
  4. 4 Electromagnetic Compatibility and Noise Suppression Electrical and Electronic Engineering 1 works
  5. 5 Advanced Battery Technologies Research Automotive Engineering 1 works
  6. 6 GaN-based semiconductor devices and materials Condensed Matter Physics 1 works
  7. 7 Maritime Navigation and Safety Ocean Engineering 1 works
  8. 8 Microstructure and Mechanical Properties of Steels Mechanical Engineering 1 works
  9. 9 Radioactive Decay and Measurement Techniques Radiation 1 works
  10. 10 Education, sociology, and vocational training Sociology and Political Science 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 available43.9%not open56.1%

World: 40% of research is openly available.

with international co-authors19.4%domestic only80.6%

World: 18% is written across borders.

How has IRT M2P's research output changed?

Output in 2022-2025 was 40% higher than in 2018-2021.

still counting1990200020102020
grewheldshrank

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

Its share of all research

Growing output can still be a shrinking share: all of science grows. This is IRT M2P as a percentage of every work published that year, 0.00031% in 2024.

still counting0.0010%0.0020%IRT M2P0.00041% in 202519801990200020102020

Fractional works of IRT M2P over all fractional works that year. How the balance of science has shifted.

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IRT M2P on Science Explorer

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