Science Explorer Back to mapMap
Discussion
Company · Catania · Italy

R2M Solution (Italy)

In research, R2M Solution (Italy) stands highest in Physical Sciences (#5,728 of 10,670 worldwide) and Engineering (#4,107 of 5,901 worldwide), 2022-now.

r2msolution.comROR OpenAlex
World rank, 2022-now
#9,187
of 22,385 · #15,330 all time
Rank in Italy
#192
of 475
Research works
430
▲ 266% vs 2018-21
Citations
1.9k
4.4 per fractional work
Top-10% rate
6.3%
all institutions 10.0%
vs its own fields
0.96×
1.00× is exactly expected
Open access
66%
world 40%
International
47%
world 18%
R2M Solution (Italy)

What is R2M Solution (Italy) 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 #5,728 of 10,670 5.7%137 #7940
EngineeringField #4,107 of 5,901 5.9%65 #6980

Each strip is that field's whole ranked pool, with the notch where R2M Solution (Italy) 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 R2M Solution (Italy) work in?

In 2022-now, 62% of research at R2M Solution (Italy) is in Physical Sciences, 24% in Social Sciences. Its largest fields are Engineering (29%), Computer Science (22%), Business, Management and Accounting (12%). It does 1.6× the world's share of Physical Sciences.

Physical Sciences: 159 fractional works · 62.5% of its workEngineering: 74 fractional works · 29.0% of its workElectrical and Electronic Engineering: 27 fractional works · 10.4% of its workCivil and Structural Engineering: 7 fractional works · 2.6% of its workControl and Systems Engineering: 7 fractional works · 2.6% of its workAutomotive Engineering: 5 fractional works · 2.1% of its workMechanical Engineering: 5 fractional works · 2.1% of its workIndustrial and Manufacturing Engineering: 5 fractional works · 1.8% of its workBiomedical Engineering: 4 fractional works · 1.7% of its workBuilding and Construction: 4 fractional works · 1.5% of its workOcean Engineering: 3 fractional works · 1.3% of its workAerospace Engineering: 3 fractional works · 1.1% of its workMedia Technology: 2 fractional works · 0.7% of its workSafety, Risk, Reliability and Quality: 1 fractional works · 0.5% of its workComputational Mechanics: 1 fractional works · 0.3% of its workMechanics of Materials: 1 fractional works · 0.3% of its workComputer Science: 56 fractional works · 22.1% of its workInformation Systems: 21 fractional works · 8.1% of its workArtificial Intelligence: 14 fractional works · 5.6% of its workComputer Networks and Communications: 14 fractional works · 5.5% of its workComputer Vision and Pattern Recognition: 3 fractional works · 1.2% of its workHardware and Architecture: 1 fractional works · 0.6% of its workComputational Theory and Mathematics: 1 fractional works · 0.5% of its workHuman-Computer Interaction: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.5% of its workEnvironmental Science: 10 fractional works · 3.8% of its workEnvironmental Engineering: 2 fractional works · 0.8% of its workGlobal and Planetary Change: 1 fractional works · 0.5% of its workManagement, Monitoring, Policy and Law: 1 fractional works · 0.5% of its workHealth, Toxicology and Mutagenesis: 1 fractional works · 0.5% of its workWater Science and Technology: 1 fractional works · 0.5% of its workIndustrial and Manufacturing Engineering: 1 fractional works · 0.4% of its workEcology: 1 fractional works · 0.4% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEnergy: 8 fractional works · 3.0% of its workRenewable Energy, Sustainability and the Environment: 5 fractional works · 2.1% of its workEnergy Engineering and Power Technology: 2 fractional works · 0.9% of its workMaterials Science: 6 fractional works · 2.4% of its workMaterials Chemistry: 4 fractional works · 1.4% of its workPolymers and Plastics: 1 fractional works · 0.4% of its workElectronic, Optical and Magnetic Materials: 1 fractional works · 0.3% of its workBiomaterials: 1 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.1% of its workEarth and Planetary Sciences: 2 fractional works · 0.7% of its workAtmospheric Science: 1 fractional works · 0.4% of its workGeophysics: 1 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workPhysics and Astronomy: 2 fractional works · 0.6% of its workAtomic and Molecular Physics, and Optics: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.1% of its workChemistry: 1 fractional works · 0.5% of its workOrganic Chemistry: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.3% of its workMathematics: 0 fractional works · 0.2% of its workChemical Engineering: 0 fractional works · 0.2% of its workSocial Sciences: 61 fractional works · 24.1% of its workBusiness, Management and Accounting: 29 fractional works · 11.5% of its workManagement Information Systems: 11 fractional works · 4.1% of its workStrategy and Management: 6 fractional works · 2.3% of its workManagement of Technology and Innovation: 5 fractional works · 1.9% of its workOrganizational Behavior and Human Resource Management: 4 fractional works · 1.7% of its workMarketing: 2 fractional works · 0.8% of its workAccounting: 1 fractional works · 0.5% of its workSmaller subfields together: 0 fractional works · 0.2% of its workSocial Sciences: 14 fractional works · 5.4% of its workSociology and Political Science: 4 fractional works · 1.5% of its workHealth: 2 fractional works · 0.8% of its workEducation: 1 fractional works · 0.5% of its workPolitical Science and International Relations: 1 fractional works · 0.5% of its workDemography: 1 fractional works · 0.5% of its workSafety Research: 1 fractional works · 0.4% of its workGeneral Social Sciences: 1 fractional works · 0.3% of its workHuman Factors and Ergonomics: 1 fractional works · 0.2% of its workSmaller subfields together: 2 fractional works · 0.7% of its workDecision Sciences: 7 fractional works · 2.8% of its workManagement Science and Operations Research: 6 fractional works · 2.4% of its workSmaller subfields together: 1 fractional works · 0.4% of its workEconomics, Econometrics and Finance: 6 fractional works · 2.3% of its workEconomics and Econometrics: 5 fractional works · 2.0% of its workFinance: 1 fractional works · 0.3% of its workSmaller subfields together: 0 fractional works · 0.0% of its workPsychology: 4 fractional works · 1.5% of its workSocial Psychology: 2 fractional works · 0.9% of its workExperimental and Cognitive Psychology: 1 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.3% of its workArts and Humanities: 2 fractional works · 0.6% of its workHealth Sciences: 25 fractional works · 9.7% of its workMedicine: 17 fractional works · 6.6% of its workHealth Informatics: 2 fractional works · 0.7% of its workSurgery: 2 fractional works · 0.6% of its workPublic Health, Environmental and Occupational Health: 1 fractional works · 0.6% of its workPulmonary and Respiratory Medicine: 1 fractional works · 0.5% of its workPhysiology: 1 fractional works · 0.5% of its workOncology: 1 fractional works · 0.5% of its workRadiology, Nuclear Medicine and Imaging: 1 fractional works · 0.4% of its workCardiology and Cardiovascular Medicine: 1 fractional works · 0.3% of its workPediatrics, Perinatology and Child Health: 1 fractional works · 0.3% of its workEndocrinology, Diabetes and Metabolism: 1 fractional works · 0.2% of its workSmaller subfields together: 5 fractional works · 2.0% of its workHealth Professions: 6 fractional works · 2.5% of its workGeneral Health Professions: 2 fractional works · 0.7% of its workHealth Information Management: 2 fractional works · 0.7% of its workMedical Laboratory Technology: 1 fractional works · 0.4% of its workRadiological and Ultrasound Technology: 1 fractional works · 0.4% of its workSmaller subfields together: 1 fractional works · 0.2% of its workDentistry: 1 fractional works · 0.3% of its workNursing: 1 fractional works · 0.2% of its workNutrition and Dietetics: 1 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.0% of its workLife Sciences: 10 fractional works · 3.8% of its workBiochemistry, Genetics and Molecular Biology: 4 fractional works · 1.4% of its workMolecular Biology: 2 fractional works · 0.9% of its workGenetics: 1 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.3% of its workAgricultural and Biological Sciences: 4 fractional works · 1.4% of its workFood Science: 1 fractional works · 0.5% of its workPlant Science: 1 fractional works · 0.5% of its workSmaller subfields together: 1 fractional works · 0.5% of its workNeuroscience: 1 fractional works · 0.4% of its workImmunology and Microbiology: 1 fractional works · 0.3% of its workImmunology: 1 fractional works · 0.2% of its workSmaller subfields together: 0 fractional works · 0.1% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.2% of its workALL ITS WORKR2M Solution(Italy)255fractional works, 2022-now
Life Sciences4%Physical Sciences62%Health Sciences10%Social Sciences24%

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 25 fields, with their numbers
    1. Engineering7429.0%
    2. Computer Science5622.1%
    3. Environmental Science103.8%
    4. Energy83.0%
    5. Materials Science62.4%
    6. Earth and Planetary Sciences20.7%
    7. Physics and Astronomy20.6%
    8. Chemistry10.5%
    9. Mathematics00.2%
    10. Chemical Engineering00.2%
    1. Business, Management and Accounting2911.5%
    2. Social Sciences145.4%
    3. Decision Sciences72.8%
    4. Economics, Econometrics and Finance62.3%
    5. Psychology41.5%
    6. Arts and Humanities20.6%
    1. Medicine176.6%
    2. Health Professions62.5%
    3. Dentistry10.3%
    4. Nursing10.2%
    1. Biochemistry, Genetics and Molecular Biology41.4%
    2. Agricultural and Biological Sciences41.4%
    3. Neuroscience10.4%
    4. Immunology and Microbiology10.3%
    5. Pharmacology, Toxicology and Pharmaceutics10.2%
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: 0.29× its world share, 4 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.27× its world share, 4 worksBiochemistry, Geneti…Immunology and Microbiology: 0.32× its world share, 1 worksImmunology and Micro…Neuroscience: 0.27× its world share, 1 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.69× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.55× its world share, 0 worksChemical EngineeringChemistry: 0.33× its world share, 1 worksChemistryComputer Science: 2.85× its world share, 56 worksComputer ScienceEarth and Planetary Sciences: 0.44× its world share, 2 worksEarth and Planetary …Energy: 3.21× its world share, 8 worksEnergyEngineering: 1.93× its world share, 74 worksEngineeringEnvironmental Science: 0.77× its world share, 10 worksEnvironmental ScienceMaterials Science: 0.69× its world share, 6 worksMaterials ScienceMathematics: 0.17× its world share, 0 worksMathematicsPhysics and Astronomy: 0.28× its world share, 2 worksPhysics and AstronomyDentistry: 0.72× its world share, 1 worksDentistryHealth Professions: 0.94× its world share, 6 worksHealth ProfessionsMedicine: 0.34× its world share, 17 worksMedicineNursing: 0.50× its world share, 1 worksNursingArts and Humanities: 0.22× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 3.57× its world share, 29 worksBusiness, Management…Decision Sciences: 2.89× its world share, 7 worksDecision SciencesEconomics, Econometrics and Finance: 1.07× its world share, 6 worksEconomics, Econometr…Psychology: 0.48× its world share, 4 worksPsychologySocial Sciences: 0.42× its world share, 14 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Business, Management and Accounting, 3.6×. Every wedge is a field page.

All 25 fields, with their numbers
  1. Business, Management and Accounting3.57×29 works
  2. Energy3.21×8 works
  3. Decision Sciences2.89×7 works
  4. Computer Science2.85×56 works
  5. Engineering1.93×74 works
  6. Economics, Econometrics and Finance1.07×6 works
  7. Health Professions0.94×6 works
  8. Environmental Science0.77×10 works
  9. Dentistry0.72×1 works
  10. Pharmacology, Toxicology and Pharmaceutics0.69×1 works
  11. Materials Science0.69×6 works
  12. Chemical Engineering0.55×0 works
  13. Nursing0.50×1 works
  14. Psychology0.48×4 works
  15. Earth and Planetary Sciences0.44×2 works
  16. Social Sciences0.42×14 works
  17. Medicine0.34×17 works
  18. Chemistry0.33×1 works
  19. Immunology and Microbiology0.32×1 works
  20. Agricultural and Biological Sciences0.29×4 works
  21. Physics and Astronomy0.28×2 works
  22. Biochemistry, Genetics and Molecular Biology0.27×4 works
  23. Neuroscience0.27×1 works
  24. Arts and Humanities0.22×2 works
  25. Mathematics0.17×0 works

Who are the top researchers at R2M Solution (Italy)?

Ranked on the quality score, Rubén Fernández Alonso, Massimiliano Raciti and Mateus Yonathan lead among researchers whose main affiliation is R2M Solution (Italy).

  1. 1 Rubén Fernández Alonso Italy · #1,632,836 worldwide 748 citations · 77 works
  2. 2 Massimiliano Raciti Italy · #2,025,123 worldwide 410 citations · 20 works
  3. 3 Mateus Yonathan Italy · #2,714,013 worldwide 2 citations · 30 works
  4. 4 Mario Sisinni Italy · #2,823,905 worldwide 694 citations · 15 works
  5. 5 Sander Smit Italy · #3,261,506 worldwide 196 citations · 31 works
  6. 6 Thomas Messervey Italy · #3,752,524 worldwide 343 citations · 59 works
  7. 7 Marco Calderoni Italy · #4,471,457 worldwide 113 citations · 29 works
  8. 8 Zia Lennard Italy · #4,756,558 worldwide 99 citations · 27 works
All ranked researchers at R2M Solution (Italy)

What are the most cited papers from R2M Solution (Italy)?

The most cited paper from R2M Solution (Italy) is "The cytokine-adhesion molecule cascade in ischemia/reperfusion injury of the rat kidney. Inhibition by a soluble P-selectin ligand." (M Takada, Kari Christine Nadeau, Gray D. Shaw et al., 1997), with 504 citations. Next come "Human-centric artificial intelligence architecture for industry 5.0 applications" (299) and "Optical recognition of motor vehicle license plates" (245).

Most cited papers
#PaperReleasedCitations
1 The cytokine-adhesion molecule cascade in ischemia/reperfusion injury of the rat kidney. Inhibition by a soluble P-selectin ligand. M Takada, Kari Christine Nadeau, Gray D. Shaw et al. · Journal of Clinical Investigation Open access Jun 1997 504
2 Human-centric artificial intelligence architecture for industry 5.0 applications Jože Martin Rožanec et al. · International Journal of Production Research Open access 7 Nov 2022 299
3 Optical recognition of motor vehicle license plates Paolo Comelli, Paolo Ferragina, Mario Notturno Granieri et al. · IEEE Transactions on Vehicular Technology 1995 245
4 Responses of methane emissions and rice yield to applications of biochar and straw in a paddy field Da Dong, Min Jae Yang, Cheng Wang et al. · Journal of Soils and Sediments Open access 14 Jun 2013 165
5 Accumulation and Erosion of Mars' South Polar Layered Deposits R. Seu et al. · Science 20 Sep 2007 104
All 60 most cited papers, with filters and sorting

Which keywords describe research at R2M Solution (Italy)?

By fractional works in 2022-now, weighted toward what it does more of than the world: Big Data, Supply Chain Management, Machine Learning, Renewable Energy, Internet of Things, Healthcare, Sustainability and Distributed Systems.

▲ 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. Machine Learning24▲ 2.9×50 topics
  2. Sustainability20▲ 3.1×28 topics
  3. Big Data19▲ 7.9×18 topics
  4. Supply Chain Management18▲ 8.1×12 topics
  5. Renewable Energy18▲ 4.9×22 topics
  6. Deep Learning17▲ 1.95×40 topics
  7. Healthcare16▲ 5.4×10 topics
  8. Internet of Things15▲ 6.7×14 topics
  9. Energy Efficiency11▲ 4.6×20 topics
  10. Security10▲ 6.1×11 topics
  11. Distributed Systems10▲ 22×5 topics
  12. Artificial Intelligence9▲ 2.5×19 topics
  13. Neural Networks9▲ 2.3×19 topics
  14. Power Electronics9▲ 10×7 topics
  15. Cloud Computing8▲ 11×8 topics
  16. Renewable Energy Integration8▲ 9.2×4 topics
  17. Risk Management7▲ 5.7×8 topics
  18. Predictive Analytics7▲ 25×2 topics
  19. Electric Vehicles6▲ 8.8×4 topics
  20. Smart Cities6▲ 9.2×5 topics
  21. Grid-Connected Inverters6▲ 33×2 topics
  22. Cybersecurity6▲ 9.4×4 topics
  23. Smart Grid6▲ 6.3×7 topics
  24. Privacy6▲ 7.8×4 topics
  25. Energy Storage Systems6▲ 16×2 topics
  26. Analytics5▲ 24×1 topic
  27. Business Intelligence5▲ 24×1 topic
  28. IoT5▲ 5.2×8 topics
  29. Model Predictive Control5▲ 7.5×4 topics
  30. Anomaly Detection5▲ 6.5×3 topics
  31. Blockchain5▲ 8.1×1 topic
  32. Smart Contracts5▲ 12×1 topic
  33. Cyber-Physical Systems4▲ 6.7×6 topics
  34. Modeling and Simulation4▲ 27×2 topics
  35. Organizational Performance4▲ 6.6×7 topics
  36. Resource Management4▲ 9.7×2 topics
  37. 5G Networks4▲ 7.8×3 topics
  38. Distributed Generation4▲ 19×3 topics
  39. Log Analysis4▲ 36×1 topic
  40. Performance Prediction4▲ 22×1 topic

Which research topics does R2M Solution (Italy) publish most on?

By volume in 2022-now: Big Data and Business Intelligence, Blockchain Technology Applications and Security, Software System Performance and Reliability and Photovoltaic System Optimization Techniques.

Big Data and Business In…5Big Data and Business Intelligence: 5 fractional worksBlockchain Technology Ap…5Blockchain Technology Applications and Security: 5 fractional worksSoftware System Performance and Reliability: 4 fractional worksPhotovoltaic System Opti…4Photovoltaic System Optimization Techniques: 4 fractional worksMicrogrid Control and Op…4Microgrid Control and Optimization: 4 fractional worksCloud Computing and Resource Management: 3 fractional worksStock Market Forecasting Methods: 3 fractional worksElectric Vehicles and In…3Electric Vehicles and Infrastructure: 3 fractional worksDigital Transformation in Industry: 3 fractional worksWind Turbine Control Systems: 3 fractional works
Management Information SystemsInformation SystemsComputer Networks and CommunicationsRenewable Energy, Sustainability and the Environment4 others

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

  1. 1 Big Data and Business Intelligence Management Information Systems 5 works
  2. 2 Blockchain Technology Applications and Security Information Systems 5 works
  3. 3 Software System Performance and Reliability Computer Networks and Communications 4 works
  4. 4 Photovoltaic System Optimization Techniques Renewable Energy, Sustainability and the Environment 4 works
  5. 5 Microgrid Control and Optimization Control and Systems Engineering 4 works
  6. 6 Cloud Computing and Resource Management Information Systems 3 works
  7. 7 Stock Market Forecasting Methods Management Science and Operations Research 3 works
  8. 8 Electric Vehicles and Infrastructure Electrical and Electronic Engineering 3 works
  9. 9 Digital Transformation in Industry Industrial and Manufacturing Engineering 3 works
  10. 10 Wind Turbine Control Systems Electrical and Electronic Engineering 3 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 available66.0%not open34.0%

World: 40% of research is openly available.

with international co-authors46.7%domestic only53.3%

World: 18% is written across borders.

How has R2M Solution (Italy)'s research output changed?

Output in 2022-2025 was 266% 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 R2M Solution (Italy) as a percentage of every work published that year, 0.00085% in 2024.

still counting0.0010%0.0020%R2M Solution (Italy)0.0018% in 202519801990200020102020

Fractional works of R2M Solution (Italy) over all fractional works that year. How the balance of science has shifted.

Other research institutions in Catania

All research institutions in Catania

Share R2M Solution (Italy)'s ranking

R2M Solution (Italy) on Science Explorer

A card with R2M Solution (Italy)'s standing and the fields it leads in, for a post or a slide. A link to this page previews as the same card.

Download the card

1200 × 630 PNG, sized for social posts, drawn from the latest snapshot.

Badges for a website1Each links back here and updates with every snapshot

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.

Discussion

Ask a question or share a note about R2M Solution (Italy). Posts are plain text and can be reported.