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Research in Armonk

Science Explorer records 4 research institutions in Armonk, United States. The highest-ranked on research quality in 2022-now are IBM (United States).

Research institutions
4
1 of them ranked worldwide
Research works
36k
▼ 35% vs 2018-21
Citations
1.4M
39.3 per fractional work, all time
Top-10% rate, 2022-now
21.4%
all institutions 10.0%
Active span
1950-2026
77 years on the record
Armonk

A city carries no overall standing here. The quality score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.

Which research institutions are in Armonk?

#InstitutionWorksAgainst the largest hereWorld rank
1IBM (United States)Company 82,285 #441
2Underground Systems (United States)Company 248 #24,211 all time
3Advanced Network and Services (United States)Company 190 #20,932 all time
4Swiss Re (United States)Company 91 not ranked

By fractional works over the whole record; world rank on research quality in 2022-now. Bars are scaled to the largest institution in this city, not to anything off the page.

How concentrated the city is

The same institutions as shares of everything the list accounts for. A city that is one university and a city that is twelve read alike as a table and not at all alike here.

IBM (United States): 99.4%Underground Systems (United States): 0.3%Advanced Network and Services (United States): 0.2%Swiss Re (United States): 0.1%99%largest
IBM (United States)82k · 99.4%Underground Systems (United States)248 · 0.3%Advanced Network and Services (United States)190 · 0.2%Swiss Re (United States)91 · 0.1%

Shares of the rows listed above, not of the whole node.

Which fields of science does Armonk work in?

In 2022-now, 76% of research in Armonk is in Physical Sciences, 12% in Social Sciences. Its largest fields are Computer Science (40%), Engineering (23%), Medicine (6%). It does 1.9× the world's share of Physical Sciences.

Physical Sciences: 821 fractional works · 75.9% of its workComputer Science: 435 fractional works · 40.2% of its workArtificial Intelligence: 213 fractional works · 19.6% of its workComputer Networks and Communications: 53 fractional works · 4.9% of its workInformation Systems: 52 fractional works · 4.8% of its workComputer Vision and Pattern Recognition: 44 fractional works · 4.0% of its workHardware and Architecture: 26 fractional works · 2.4% of its workSignal Processing: 17 fractional works · 1.5% of its workComputational Theory and Mathematics: 16 fractional works · 1.5% of its workSoftware: 7 fractional works · 0.6% of its workComputer Science Applications: 5 fractional works · 0.4% of its workHuman-Computer Interaction: 3 fractional works · 0.2% of its workEngineering: 248 fractional works · 22.9% of its workElectrical and Electronic Engineering: 135 fractional works · 12.4% of its workBiomedical Engineering: 17 fractional works · 1.6% of its workCivil and Structural Engineering: 16 fractional works · 1.5% of its workMechanical Engineering: 16 fractional works · 1.5% of its workIndustrial and Manufacturing Engineering: 13 fractional works · 1.2% of its workControl and Systems Engineering: 11 fractional works · 1.0% of its workMechanics of Materials: 9 fractional works · 0.9% of its workBuilding and Construction: 6 fractional works · 0.5% of its workComputational Mechanics: 5 fractional works · 0.5% of its workSafety, Risk, Reliability and Quality: 5 fractional works · 0.4% of its workOcean Engineering: 4 fractional works · 0.4% of its workAerospace Engineering: 4 fractional works · 0.3% of its workMedia Technology: 3 fractional works · 0.3% of its workAutomotive Engineering: 2 fractional works · 0.2% of its workPhysics and Astronomy: 49 fractional works · 4.6% of its workAtomic and Molecular Physics, and Optics: 37 fractional works · 3.4% of its workStatistical and Nonlinear Physics: 7 fractional works · 0.6% of its workSmaller subfields together: 6 fractional works · 0.5% of its workMaterials Science: 38 fractional works · 3.5% of its workMaterials Chemistry: 22 fractional works · 2.0% of its workElectronic, Optical and Magnetic Materials: 9 fractional works · 0.8% of its workSurfaces, Coatings and Films: 4 fractional works · 0.4% of its workPolymers and Plastics: 2 fractional works · 0.2% of its workSmaller subfields together: 1 fractional works · 0.1% of its workEnvironmental Science: 22 fractional works · 2.1% of its workGlobal and Planetary Change: 5 fractional works · 0.5% of its workEnvironmental Engineering: 4 fractional works · 0.3% of its workManagement, Monitoring, Policy and Law: 3 fractional works · 0.3% of its workWater Science and Technology: 2 fractional works · 0.2% of its workSmaller subfields together: 8 fractional works · 0.8% of its workMathematics: 13 fractional works · 1.2% of its workStatistics and Probability: 7 fractional works · 0.6% of its workSmaller subfields together: 6 fractional works · 0.5% of its workEarth and Planetary Sciences: 6 fractional works · 0.6% of its workAtmospheric Science: 3 fractional works · 0.2% of its workSmaller subfields together: 4 fractional works · 0.3% of its workEnergy: 5 fractional works · 0.4% of its workRenewable Energy, Sustainability and the Environment: 4 fractional works · 0.3% of its workSmaller subfields together: 1 fractional works · 0.1% of its workChemistry: 3 fractional works · 0.3% of its workChemical Engineering: 1 fractional works · 0.1% of its workSocial Sciences: 130 fractional works · 12.0% of its workSocial Sciences: 46 fractional works · 4.3% of its workSafety Research: 13 fractional works · 1.2% of its workSociology and Political Science: 10 fractional works · 0.9% of its workEducation: 8 fractional works · 0.7% of its workPolitical Science and International Relations: 4 fractional works · 0.3% of its workCultural Studies: 2 fractional works · 0.2% of its workSmaller subfields together: 11 fractional works · 1.0% of its workBusiness, Management and Accounting: 32 fractional works · 3.0% of its workManagement Information Systems: 18 fractional works · 1.6% of its workStrategy and Management: 7 fractional works · 0.6% of its workManagement of Technology and Innovation: 3 fractional works · 0.3% of its workSmaller subfields together: 5 fractional works · 0.4% of its workDecision Sciences: 23 fractional works · 2.1% of its workManagement Science and Operations Research: 15 fractional works · 1.4% of its workInformation Systems and Management: 6 fractional works · 0.6% of its workSmaller subfields together: 2 fractional works · 0.2% of its workPsychology: 14 fractional works · 1.3% of its workSocial Psychology: 5 fractional works · 0.4% of its workExperimental and Cognitive Psychology: 3 fractional works · 0.3% of its workClinical Psychology: 3 fractional works · 0.2% of its workSmaller subfields together: 3 fractional works · 0.3% of its workEconomics, Econometrics and Finance: 11 fractional works · 1.0% of its workEconomics and Econometrics: 9 fractional works · 0.8% of its workSmaller subfields together: 1 fractional works · 0.1% of its workArts and Humanities: 5 fractional works · 0.4% of its workHealth Sciences: 81 fractional works · 7.5% of its workMedicine: 64 fractional works · 6.0% of its workHealth Informatics: 8 fractional works · 0.7% of its workRadiology, Nuclear Medicine and Imaging: 6 fractional works · 0.6% of its workEpidemiology: 6 fractional works · 0.6% of its workOncology: 5 fractional works · 0.5% of its workPublic Health, Environmental and Occupational Health: 5 fractional works · 0.5% of its workSurgery: 4 fractional works · 0.4% of its workPulmonary and Respiratory Medicine: 4 fractional works · 0.4% of its workPsychiatry and Mental health: 3 fractional works · 0.3% of its workCardiology and Cardiovascular Medicine: 3 fractional works · 0.3% of its workPhysiology: 2 fractional works · 0.2% of its workSmaller subfields together: 18 fractional works · 1.7% of its workHealth Professions: 13 fractional works · 1.2% of its workGeneral Health Professions: 7 fractional works · 0.7% of its workHealth Information Management: 4 fractional works · 0.3% of its workSmaller subfields together: 2 fractional works · 0.2% of its workDentistry: 2 fractional works · 0.2% of its workNursing: 1 fractional works · 0.1% of its workVeterinary: 0 fractional works · 0.0% of its workLife Sciences: 50 fractional works · 4.6% of its workBiochemistry, Genetics and Molecular Biology: 24 fractional works · 2.2% of its workMolecular Biology: 16 fractional works · 1.5% of its workGenetics: 3 fractional works · 0.3% of its workSmaller subfields together: 5 fractional works · 0.4% of its workNeuroscience: 15 fractional works · 1.4% of its workCognitive Neuroscience: 11 fractional works · 1.0% of its workSmaller subfields together: 4 fractional works · 0.4% of its workAgricultural and Biological Sciences: 8 fractional works · 0.8% of its workImmunology and Microbiology: 2 fractional works · 0.2% of its workPharmacology, Toxicology and Pharmaceutics: 1 fractional works · 0.1% of its workALL ITS WORKArmonk1,082fractional works, 2022-now
Life Sciences5%Physical Sciences76%Health Sciences7%Social Sciences12%

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 city does than the world.

Its 4 domains and 26 fields, with their numbers
    1. Computer Science43540.2%
    2. Engineering24822.9%
    3. Physics and Astronomy494.6%
    4. Materials Science383.5%
    5. Environmental Science222.1%
    6. Mathematics131.2%
    7. Earth and Planetary Sciences60.6%
    8. Energy50.4%
    9. Chemistry30.3%
    10. Chemical Engineering10.1%
    1. Social Sciences464.3%
    2. Business, Management and Accounting323.0%
    3. Decision Sciences232.1%
    4. Psychology141.3%
    5. Economics, Econometrics and Finance111.0%
    6. Arts and Humanities50.4%
    1. Medicine646.0%
    2. Health Professions131.2%
    3. Dentistry20.2%
    4. Nursing10.1%
    5. Veterinary00.0%
    1. Biochemistry, Genetics and Molecular Biology242.2%
    2. Neuroscience151.4%
    3. Agricultural and Biological Sciences80.8%
    4. Immunology and Microbiology20.2%
    5. Pharmacology, Toxicology and Pharmaceutics10.1%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What is Armonk strongest at in research?

Relative to its size, research in Armonk is most concentrated in Hardware and Architecture, Artificial Intelligence and Computer Science (19.9× the world share in Hardware and Architecture).

  1. Hardware and ArchitectureSubfield · 21.4 works20×
  2. Artificial IntelligenceSubfield · 188.7 works8.2×
  3. Computer ScienceField · 378.5 works5.1×
  4. Atomic and Molecular Physics, and OpticsSubfield · 33.9 works5.0×
← less than its size predicts1×more →

Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.

The whole field profile

All 26 fields at once: above the ring is more than a place this size would be expected to do. A specialist and a generalist produce the same ranked list and a completely different shape.

Agricultural and Biological Sciences: 0.16× its world share, 7 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.42× its world share, 22 worksBiochemistry, Geneti…Immunology and Microbiology: 0.16× its world share, 2 worksImmunology and Micro…Neuroscience: 0.81× its world share, 13 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.18× its world share, 1 worksPharmacology, Toxico…Chemical Engineering: 0.33× its world share, 1 worksChemical EngineeringChemistry: 0.19× its world share, 3 worksChemistryComputer Science: 5.09× its world share, 378 worksComputer ScienceEarth and Planetary Sciences: 0.32× its world share, 5 worksEarth and Planetary …Energy: 0.51× its world share, 4 worksEnergyEngineering: 1.56× its world share, 224 worksEngineeringEnvironmental Science: 0.38× its world share, 18 worksEnvironmental ScienceMaterials Science: 0.99× its world share, 33 worksMaterials ScienceMathematics: 0.99× its world share, 11 worksMathematicsPhysics and Astronomy: 2.13× its world share, 45 worksPhysics and AstronomyDentistry: 0.52× its world share, 2 worksDentistryHealth Professions: 0.51× its world share, 13 worksHealth ProfessionsMedicine: 0.32× its world share, 59 worksMedicineNursing: 0.12× its world share, 0 worksNursingVeterinary: 0.26× its world share, 0 worksVeterinaryArts and Humanities: 0.15× its world share, 4 worksArts and HumanitiesBusiness, Management and Accounting: 0.93× its world share, 29 worksBusiness, Management…Decision Sciences: 1.92× its world share, 18 worksDecision SciencesEconomics, Econometrics and Finance: 0.48× its world share, 10 worksEconomics, Econometr…Psychology: 0.41× its world share, 12 worksPsychologySocial Sciences: 0.34× its world share, 42 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 5.1×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Computer Science5.09×378 works
  2. Physics and Astronomy2.13×45 works
  3. Decision Sciences1.92×18 works
  4. Engineering1.56×224 works
  5. Materials Science0.99×33 works
  6. Mathematics0.99×11 works
  7. Business, Management and Accounting0.93×29 works
  8. Neuroscience0.81×13 works
  9. Dentistry0.52×2 works
  10. Energy0.51×4 works
  11. Health Professions0.51×13 works
  12. Economics, Econometrics and Finance0.48×10 works
  13. Biochemistry, Genetics and Molecular Biology0.42×22 works
  14. Psychology0.41×12 works
  15. Environmental Science0.38×18 works
  16. Social Sciences0.34×42 works
  17. Chemical Engineering0.33×1 works
  18. Earth and Planetary Sciences0.32×5 works
  19. Medicine0.32×59 works
  20. Veterinary0.26×0 works
  21. Chemistry0.19×3 works
  22. Pharmacology, Toxicology and Pharmaceutics0.18×1 works
  23. Agricultural and Biological Sciences0.16×7 works
  24. Immunology and Microbiology0.16×2 works
  25. Arts and Humanities0.15×4 works
  26. Nursing0.12×0 works

Which keywords describe research in Armonk?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Machine Learning, Big Data, Security, Distributed Systems, Quantum Information and Entanglement.

▲ 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 city'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 Learning128▲ 3.4×69 topics
  2. Machine Learning110▲ 3.0×73 topics
  3. Neural Networks86▲ 5.1×31 topics
  4. Big Data59▲ 5.7×18 topics
  5. Security49▲ 6.8×15 topics
  6. Artificial Intelligence36▲ 2.3×24 topics
  7. Distributed Systems34▲ 18×6 topics
  8. Healthcare32▲ 2.6×14 topics
  9. Quantum Information32▲ 25×3 topics
  10. Entanglement31▲ 19×4 topics
  11. Quantum Simulation27▲ 32×2 topics
  12. Quantum Algorithms27▲ 46×1 topic
  13. Quantum Computation27▲ 46×1 topic
  14. Fault Localization24▲ 32×2 topics
  15. Cloud Computing23▲ 7.6×8 topics
  16. Cryptography23▲ 18×3 topics
  17. Communication23▲ 6.7×4 topics
  18. Measurement22▲ 25×2 topics
  19. Computation22▲ 29×2 topics
  20. Metrology22▲ 34×1 topic
  21. Quantum22▲ 26×1 topic
  22. Nanoelectronics21▲ 24×2 topics
  23. Deep Neural Networks21▲ 16×3 topics
  24. Anomaly Detection21▲ 6.7×5 topics
  25. Information Retrieval20▲ 8.6×5 topics
  26. Parallel Computing20▲ 15×5 topics
  27. Atomic Layer Deposition19▲ 28×1 topic
  28. High-k Dielectrics19▲ 28×1 topic
  29. Resource Management19▲ 10×3 topics
  30. Process Variation19▲ 30×2 topics
  31. Representation Learning18▲ 11×3 topics
  32. Text Classification18▲ 10×3 topics
  33. Integrated Circuits18▲ 12×3 topics
  34. High-Performance Computing18▲ 20×2 topics
  35. Neuromorphic Computing17▲ 14×2 topics
  36. Virtualization17▲ 19×3 topics
  37. Machine Translation17▲ 9.3×2 topics
  38. Semantic Similarity17▲ 12×1 topic
  39. Topic Modeling17▲ 10×2 topics
  40. Word Representation17▲ 12×1 topic

What research is done in Armonk?

Quantum Computing Algorithms and Architecture: 24 fractional worksQuantum Information and Cryptography: 21 fractional worksSemiconductor materials …19Semiconductor materials and devices: 19 fractional worksAdvancements in Semicond…15Advancements in Semiconductor Devices and Circuit Design: 15 fractional worksTopic Modeling13Topic Modeling: 13 fractional worksNatural Language Processing Techniques: 13 fractional worksCloud Computing and Reso…13Cloud Computing and Resource Management: 13 fractional worksIntegrated Circuits and Semiconductor Failure Analysis: 12 fractional worksQuantum and electron transport phenomena: 12 fractional worksBig Data and Business In…11Big Data and Business Intelligence: 11 fractional works
Artificial IntelligenceElectrical and Electronic EngineeringInformation SystemsAtomic and Molecular Physics, and Optics1 others

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

  1. 1 Quantum Computing Algorithms and Architecture Artificial Intelligence 24 works
  2. 2 Quantum Information and Cryptography Artificial Intelligence 21 works
  3. 3 Semiconductor materials and devices Electrical and Electronic Engineering 19 works
  4. 4 Advancements in Semiconductor Devices and Circuit Design Electrical and Electronic Engineering 15 works
  5. 5 Topic Modeling Artificial Intelligence 13 works
  6. 6 Natural Language Processing Techniques Artificial Intelligence 13 works
  7. 7 Cloud Computing and Resource Management Information Systems 13 works
  8. 8 Integrated Circuits and Semiconductor Failure Analysis Electrical and Electronic Engineering 12 works
  9. 9 Quantum and electron transport phenomena Atomic and Molecular Physics, and Optics 12 works
  10. 10 Big Data and Business Intelligence Management Information Systems 11 works

Research output over time

still counting1990200020102020
grewheldshrank

The same series as a ribbon: one cell per year, darker for more.

How much of it reaches the world top 10%

Year by year, against all institutions in the same year.

still counting20%40%Armonk21.2% in 2025all institutions10.0% in 2025200020102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 35.8% in 2000.

Discussion

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