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City · Singapore

Research in Singapore

Science Explorer records 176 research institutions in Singapore, Singapore. The highest-ranked on research quality in 2022-now are National University of Singapore, Nanyang Technological University and Agency for Science, Technology and Research.

Research institutions
176
15 of them ranked worldwide
Research works
374k
▲ 7% vs 2018-21
Citations
11.2M
30.0 per fractional work, all time
Top-10% rate, 2022-now
26.6%
all institutions 10.0%
Active span
1950-2026
77 years on the record
Singapore

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 Singapore?

#InstitutionWorksAgainst the largest hereWorld rank
1National University of SingaporeUniversity 142,480 #15
2Nanyang Technological UniversityUniversity 96,820 #39
3Agency for Science, Technology and ResearchGovernment institution 42,368 #141
4Singapore General HospitalHospital / health system 10,078 #2,404
5Singapore Management UniversityUniversity 8,865 #937
6Singapore University of Technology and DesignUniversity 5,698 #608
7Tan Tock Seng HospitalHospital / health system 5,182 #4,029
8National University Health SystemUniversity 4,712 #927
9KK Women's and Children's HospitalHospital / health system 3,608 #3,736
10Changi General HospitalHospital / health system 2,460 #8,946
11National Cancer Centre SingaporeHospital / health system 2,235 #4,806
12Singapore Maritime InstituteResearch facility 1,917 #5,706
13Singapore Institute of TechnologyUniversity 1,876 #2,229
14Singapore University of Social SciencesUniversity 1,860 #2,293
15Singapore National Eye CenterHospital / health system 1,621 #4,994
16University of Wales Institute CardiffUniversity 1,600 #20,775
17Singapore Eye Research InstituteResearch facility 1,514 #3,613
18National Neuroscience InstituteHospital / health system 1,427 #10,769
19National Heart Centre SingaporeHospital / health system 1,331 #7,713
20SingHealthHospital / health system 1,324 #3,737
21National University Cancer Institute, SingaporeUniversity 1,308 #4,622
22Khoo Teck Puat HospitalHospital / health system 1,300 #8,191
23Alexandra HospitalHospital / health system 1,276 #18,246
24Institute of Mental HealthHospital / health system 1,058 #11,924
25National Skin CentreHospital / health system 1,054 #12,377
26DSO National LaboratoriesNonprofit 1,025 #7,226 all time
27Singapore Science ParkArchive 1,008 #8,475 all time
28Singapore PolytechnicUniversity 980 #14,321
29Centre for Quantum TechnologiesResearch facility 867 #6,040
30Sengkang General HospitalHospital / health system 852 #11,514
31Temasek Life Sciences LaboratoryResearch facility 783 #6,637
32Institute of Technical EducationUniversity 783 #10,142
33Ministry of HealthGovernment institution 779 #9,979
34GlobalFoundries (Singapore)Company 766 #14,499
35Ngee Ann PolytechnicUniversity 747 #4,197 all time
36National University Heart Centre SingaporeHospital / health system 746 #6,524
37National Parks BoardGovernment institution 703 #15,546
38Nanyang PolytechnicUniversity 608 #10,979
39Republic PolytechnicUniversity 551 #8,432
40Singapore Centre for Environmental Life Sciences EngineeringResearch facility 538 #4,150
41Earth Observatory of SingaporeResearch facility 524 #9,194
42East Asia ResearchInstitution 495 #11,098
43Ng Teng Fong General HospitalHospital / health system 493 #11,944
44Temasek PolytechnicUniversity 456 #14,451
45Kyowa Hakko Kirin (Singapore)Company 445 #27,941 all time
46Wipro (Singapore)Company 445 #13,815
47Ministry of ManpowerGovernment institution 428 #19,605 all time
48Mount Elizabeth HospitalHospital / health system 419 #22,095
49ISEAS - Yusof Ishak InstituteResearch facility 415 #20,632
50Defence Science and Technology AgencyGovernment institution 404 #18,625 all time
51National Centre for Infectious DiseasesHospital / health system 394 #8,422
52National Dental Centre of SingaporeHospital / health system 371 #14,688
53Ministry of DefenceGovernment institution 369 #13,700 all time
54St Luke's HospitalHospital / health system 358 #22,370 all time
55Ministry of EducationGovernment institution 358 #16,865 all time
56SingHealth PolyclinicsHospital / health system 358 #15,193
57Academy of MedicineUniversity 356 #18,482
58Gleneagles HospitalHospital / health system 352 #20,887
59Creative Technology (Singapore)Company 351 #12,707
60Health Sciences AuthorityGovernment institution 351 #19,109

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.

National University of Singapore: 39.1%Nanyang Technological University: 26.5%Agency for Science, Technology and Research: 11.6%Singapore General Hospital: 2.8%56 others listed: 20.0%39%largest
National University of Singapore142k · 39.1%Nanyang Technological University97k · 26.5%Agency for Science, Technology and Research42k · 11.6%Singapore General Hospital10k · 2.8%56 others listed73k · 20.0%

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

Which fields of science does Singapore work in?

In 2022-now, 48% of research in Singapore is in Physical Sciences, 24% in Health Sciences. Its largest fields are Medicine (21%), Engineering (20%), Computer Science (13%).

Physical Sciences: 38k fractional works · 48.1% of its workEngineering: 16k fractional works · 19.9% of its workElectrical and Electronic Engineering: 4,621 fractional works · 5.9% of its workBiomedical Engineering: 2,446 fractional works · 3.1% of its workMechanical Engineering: 1,641 fractional works · 2.1% of its workAerospace Engineering: 1,167 fractional works · 1.5% of its workControl and Systems Engineering: 1,107 fractional works · 1.4% of its workCivil and Structural Engineering: 927 fractional works · 1.2% of its workAutomotive Engineering: 746 fractional works · 0.9% of its workBuilding and Construction: 607 fractional works · 0.8% of its workComputational Mechanics: 528 fractional works · 0.7% of its workIndustrial and Manufacturing Engineering: 513 fractional works · 0.7% of its workMechanics of Materials: 429 fractional works · 0.5% of its workOcean Engineering: 399 fractional works · 0.5% of its workMedia Technology: 276 fractional works · 0.4% of its workSafety, Risk, Reliability and Quality: 180 fractional works · 0.2% of its workComputer Science: 10k fractional works · 13.2% of its workArtificial Intelligence: 4,159 fractional works · 5.3% of its workComputer Vision and Pattern Recognition: 2,224 fractional works · 2.8% of its workInformation Systems: 1,086 fractional works · 1.4% of its workComputer Networks and Communications: 1,052 fractional works · 1.3% of its workSignal Processing: 489 fractional works · 0.6% of its workComputational Theory and Mathematics: 451 fractional works · 0.6% of its workHuman-Computer Interaction: 263 fractional works · 0.3% of its workComputer Science Applications: 238 fractional works · 0.3% of its workHardware and Architecture: 214 fractional works · 0.3% of its workSmaller subfields together: 195 fractional works · 0.2% of its workMaterials Science: 3,411 fractional works · 4.3% of its workMaterials Chemistry: 1,975 fractional works · 2.5% of its workElectronic, Optical and Magnetic Materials: 525 fractional works · 0.7% of its workPolymers and Plastics: 367 fractional works · 0.5% of its workBiomaterials: 350 fractional works · 0.4% of its workSmaller subfields together: 193 fractional works · 0.2% of its workEnvironmental Science: 2,649 fractional works · 3.4% of its workEnvironmental Engineering: 483 fractional works · 0.6% of its workEcology: 395 fractional works · 0.5% of its workGlobal and Planetary Change: 393 fractional works · 0.5% of its workHealth, Toxicology and Mutagenesis: 327 fractional works · 0.4% of its workWater Science and Technology: 277 fractional works · 0.4% of its workPollution: 222 fractional works · 0.3% of its workIndustrial and Manufacturing Engineering: 189 fractional works · 0.2% of its workManagement, Monitoring, Policy and Law: 168 fractional works · 0.2% of its workSmaller subfields together: 195 fractional works · 0.2% of its workPhysics and Astronomy: 1,912 fractional works · 2.4% of its workAtomic and Molecular Physics, and Optics: 1,028 fractional works · 1.3% of its workStatistical and Nonlinear Physics: 356 fractional works · 0.5% of its workCondensed Matter Physics: 192 fractional works · 0.2% of its workSmaller subfields together: 335 fractional works · 0.4% of its workChemistry: 1,210 fractional works · 1.5% of its workOrganic Chemistry: 671 fractional works · 0.9% of its workInorganic Chemistry: 216 fractional works · 0.3% of its workSmaller subfields together: 324 fractional works · 0.4% of its workEnergy: 908 fractional works · 1.2% of its workRenewable Energy, Sustainability and the Environment: 804 fractional works · 1.0% of its workSmaller subfields together: 104 fractional works · 0.1% of its workEarth and Planetary Sciences: 701 fractional works · 0.9% of its workAtmospheric Science: 168 fractional works · 0.2% of its workGeophysics: 158 fractional works · 0.2% of its workSmaller subfields together: 376 fractional works · 0.5% of its workMathematics: 668 fractional works · 0.8% of its workStatistics and Probability: 212 fractional works · 0.3% of its workSmaller subfields together: 456 fractional works · 0.6% of its workChemical Engineering: 361 fractional works · 0.5% of its workCatalysis: 213 fractional works · 0.3% of its workSmaller subfields together: 149 fractional works · 0.2% of its workHealth Sciences: 19k fractional works · 23.8% of its workMedicine: 16k fractional works · 21.0% of its workSurgery: 2,101 fractional works · 2.7% of its workPulmonary and Respiratory Medicine: 1,220 fractional works · 1.6% of its workEpidemiology: 1,195 fractional works · 1.5% of its workPublic Health, Environmental and Occupational Health: 1,121 fractional works · 1.4% of its workRadiology, Nuclear Medicine and Imaging: 985 fractional works · 1.3% of its workOncology: 966 fractional works · 1.2% of its workCardiology and Cardiovascular Medicine: 963 fractional works · 1.2% of its workPhysiology: 806 fractional works · 1.0% of its workInfectious Diseases: 615 fractional works · 0.8% of its workEndocrinology, Diabetes and Metabolism: 477 fractional works · 0.6% of its workNeurology: 475 fractional works · 0.6% of its workOphthalmology: 473 fractional works · 0.6% of its workPsychiatry and Mental health: 454 fractional works · 0.6% of its workPathology and Forensic Medicine: 414 fractional works · 0.5% of its workRheumatology: 369 fractional works · 0.5% of its workPediatrics, Perinatology and Child Health: 348 fractional works · 0.4% of its workDermatology: 275 fractional works · 0.3% of its workEmergency Medicine: 242 fractional works · 0.3% of its workHealth Informatics: 239 fractional works · 0.3% of its workRehabilitation: 229 fractional works · 0.3% of its workNephrology: 228 fractional works · 0.3% of its workPharmacology: 227 fractional works · 0.3% of its workObstetrics and Gynecology: 199 fractional works · 0.3% of its workOrthopedics and Sports Medicine: 188 fractional works · 0.2% of its workHepatology: 188 fractional works · 0.2% of its workGeriatrics and Gerontology: 186 fractional works · 0.2% of its workHematology: 171 fractional works · 0.2% of its workGenetics: 167 fractional works · 0.2% of its workSmaller subfields together: 964 fractional works · 1.2% of its workHealth Professions: 1,684 fractional works · 2.1% of its workGeneral Health Professions: 865 fractional works · 1.1% of its workEmergency Medical Services: 164 fractional works · 0.2% of its workSmaller subfields together: 656 fractional works · 0.8% of its workNursing: 276 fractional works · 0.4% of its workNutrition and Dietetics: 226 fractional works · 0.3% of its workSmaller subfields together: 49 fractional works · 0.1% of its workDentistry: 253 fractional works · 0.3% of its workVeterinary: 36 fractional works · 0.0% of its workSocial Sciences: 14k fractional works · 18.2% of its workSocial Sciences: 6,844 fractional works · 8.7% of its workSociology and Political Science: 2,251 fractional works · 2.9% of its workEducation: 1,456 fractional works · 1.9% of its workPolitical Science and International Relations: 703 fractional works · 0.9% of its workDemography: 330 fractional works · 0.4% of its workTransportation: 292 fractional works · 0.4% of its workSafety Research: 250 fractional works · 0.3% of its workHealth: 235 fractional works · 0.3% of its workGender Studies: 192 fractional works · 0.2% of its workLaw: 180 fractional works · 0.2% of its workCommunication: 175 fractional works · 0.2% of its workSmaller subfields together: 779 fractional works · 1.0% of its workPsychology: 2,527 fractional works · 3.2% of its workClinical Psychology: 711 fractional works · 0.9% of its workSocial Psychology: 704 fractional works · 0.9% of its workExperimental and Cognitive Psychology: 515 fractional works · 0.7% of its workDevelopmental and Educational Psychology: 356 fractional works · 0.5% of its workApplied Psychology: 188 fractional works · 0.2% of its workSmaller subfields together: 54 fractional works · 0.1% of its workBusiness, Management and Accounting: 1,711 fractional works · 2.2% of its workStrategy and Management: 468 fractional works · 0.6% of its workAccounting: 319 fractional works · 0.4% of its workMarketing: 248 fractional works · 0.3% of its workOrganizational Behavior and Human Resource Management: 245 fractional works · 0.3% of its workManagement Information Systems: 243 fractional works · 0.3% of its workSmaller subfields together: 188 fractional works · 0.2% of its workEconomics, Econometrics and Finance: 1,363 fractional works · 1.7% of its workEconomics and Econometrics: 923 fractional works · 1.2% of its workFinance: 296 fractional works · 0.4% of its workSmaller subfields together: 144 fractional works · 0.2% of its workArts and Humanities: 1,012 fractional works · 1.3% of its workLiterature and Literary Theory: 243 fractional works · 0.3% of its workLanguage and Linguistics: 178 fractional works · 0.2% of its workSmaller subfields together: 591 fractional works · 0.8% of its workDecision Sciences: 834 fractional works · 1.1% of its workManagement Science and Operations Research: 485 fractional works · 0.6% of its workInformation Systems and Management: 170 fractional works · 0.2% of its workSmaller subfields together: 179 fractional works · 0.2% of its workLife Sciences: 7,800 fractional works · 9.9% of its workBiochemistry, Genetics and Molecular Biology: 4,218 fractional works · 5.4% of its workMolecular Biology: 2,496 fractional works · 3.2% of its workGenetics: 525 fractional works · 0.7% of its workCancer Research: 314 fractional works · 0.4% of its workCell Biology: 255 fractional works · 0.3% of its workSmaller subfields together: 628 fractional works · 0.8% of its workAgricultural and Biological Sciences: 1,337 fractional works · 1.7% of its workPlant Science: 425 fractional works · 0.5% of its workFood Science: 300 fractional works · 0.4% of its workEcology, Evolution, Behavior and Systematics: 189 fractional works · 0.2% of its workSmaller subfields together: 423 fractional works · 0.5% of its workNeuroscience: 1,329 fractional works · 1.7% of its workCognitive Neuroscience: 719 fractional works · 0.9% of its workCellular and Molecular Neuroscience: 236 fractional works · 0.3% of its workNeurology: 197 fractional works · 0.2% of its workSmaller subfields together: 177 fractional works · 0.2% of its workImmunology and Microbiology: 726 fractional works · 0.9% of its workImmunology: 534 fractional works · 0.7% of its workSmaller subfields together: 192 fractional works · 0.2% of its workPharmacology, Toxicology and Pharmaceutics: 191 fractional works · 0.2% of its workALL ITS WORKSingapore79kfractional works, 2022-now
Life Sciences10%Physical Sciences48%Health Sciences24%Social Sciences18%

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. Engineering16k19.9%
    2. Computer Science10k13.2%
    3. Materials Science3,4114.3%
    4. Environmental Science2,6493.4%
    5. Physics and Astronomy1,9122.4%
    6. Chemistry1,2101.5%
    7. Energy9081.2%
    8. Earth and Planetary Sciences7010.9%
    9. Mathematics6680.8%
    10. Chemical Engineering3610.5%
    1. Medicine16k21.0%
    2. Health Professions1,6842.1%
    3. Nursing2760.4%
    4. Dentistry2530.3%
    5. Veterinary360.0%
    1. Social Sciences6,8448.7%
    2. Psychology2,5273.2%
    3. Business, Management and Accounting1,7112.2%
    4. Economics, Econometrics and Finance1,3631.7%
    5. Arts and Humanities1,0121.3%
    6. Decision Sciences8341.1%
  4. Life Sciences7,8009.9%
    1. Biochemistry, Genetics and Molecular Biology4,2185.4%
    2. Agricultural and Biological Sciences1,3371.7%
    3. Neuroscience1,3291.7%
    4. Immunology and Microbiology7260.9%
    5. Pharmacology, Toxicology and Pharmaceutics1910.2%
All of science, and how each field's share has moved since 1950: the Science domain explorer

What is Singapore strongest at in research?

Relative to its size, research in Singapore is most concentrated in Hardware and Architecture, Software and Computer Vision and Pattern Recognition (2.4× the world share in Hardware and Architecture).

  1. Hardware and ArchitectureSubfield · 183.7 works2.4×
  2. SoftwareSubfield · 101.8 works2.3×
  3. Computer Vision and Pattern RecognitionSubfield · 1,968.1 works2.2×
  4. Geriatrics and GerontologySubfield · 166.2 works2.2×
  5. OphthalmologySubfield · 403.2 works2.2×
  6. Health InformaticsSubfield · 180.9 works2.2×
  7. Artificial IntelligenceSubfield · 3,586.3 works2.1×
← 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: 0.35× its world share, 1,139 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.99× its world share, 3,674 worksBiochemistry, Geneti…Immunology and Microbiology: 0.89× its world share, 624 worksImmunology and Micro…Neuroscience: 1.03× its world share, 1,162 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.69× its world share, 168 worksPharmacology, Toxico…Chemical Engineering: 1.28× its world share, 311 worksChemical EngineeringChemistry: 0.97× its world share, 1,056 worksChemistryComputer Science: 1.68× its world share, 9,075 worksComputer ScienceEarth and Planetary Sciences: 0.54× its world share, 592 worksEarth and Planetary …Energy: 1.25× its world share, 797 worksEnergyEngineering: 1.35× its world share, 14k worksEngineeringEnvironmental Science: 0.67× its world share, 2,295 worksEnvironmental ScienceMaterials Science: 1.24× its world share, 3,014 worksMaterials ScienceMathematics: 0.72× its world share, 589 worksMathematicsPhysics and Astronomy: 1.10× its world share, 1,697 worksPhysics and AstronomyDentistry: 0.67× its world share, 224 worksDentistryHealth Professions: 0.81× its world share, 1,491 worksHealth ProfessionsMedicine: 1.08× its world share, 14k worksMedicineNursing: 0.69× its world share, 236 worksNursingVeterinary: 0.31× its world share, 30 worksVeterinaryArts and Humanities: 0.44× its world share, 874 worksArts and HumanitiesBusiness, Management and Accounting: 0.70× its world share, 1,578 worksBusiness, Management…Decision Sciences: 1.08× its world share, 723 worksDecision SciencesEconomics, Econometrics and Finance: 0.86× its world share, 1,274 worksEconomics, Econometr…Psychology: 1.03× its world share, 2,185 worksPsychologySocial Sciences: 0.70× its world share, 6,162 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 1.7×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Computer Science1.68×9,075 works
  2. Engineering1.35×14k works
  3. Chemical Engineering1.28×311 works
  4. Energy1.25×797 works
  5. Materials Science1.24×3,014 works
  6. Physics and Astronomy1.10×1,697 works
  7. Medicine1.08×14k works
  8. Decision Sciences1.08×723 works
  9. Neuroscience1.03×1,162 works
  10. Psychology1.03×2,185 works
  11. Biochemistry, Genetics and Molecular Biology0.99×3,674 works
  12. Chemistry0.97×1,056 works
  13. Immunology and Microbiology0.89×624 works
  14. Economics, Econometrics and Finance0.86×1,274 works
  15. Health Professions0.81×1,491 works
  16. Mathematics0.72×589 works
  17. Business, Management and Accounting0.70×1,578 works
  18. Social Sciences0.70×6,162 works
  19. Pharmacology, Toxicology and Pharmaceutics0.69×168 works
  20. Nursing0.69×236 works
  21. Environmental Science0.67×2,295 works
  22. Dentistry0.67×224 works
  23. Earth and Planetary Sciences0.54×592 works
  24. Arts and Humanities0.44×874 works
  25. Agricultural and Biological Sciences0.35×1,139 works
  26. Veterinary0.31×30 works

Which keywords describe research in Singapore?

By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Neural Networks, Machine Learning, Epidemiology, Inflammation, Biomedical Applications, Convolutional Neural Networks and Nanoparticles.

▲ 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 Learning5,199▲ 1.92×85 topics
  2. Machine Learning3,490▲ 1.33×97 topics
  3. Epidemiology3,265◆ 1.04×137 topics
  4. Neural Networks2,629▲ 2.2×40 topics
  5. Inflammation1,730◆ 1.03×83 topics
  6. Sustainability1,357▼ 0.71×122 topics
  7. Globalization1,281▼ 0.83×141 topics
  8. Biomedical Applications1,178▲ 1.27×36 topics
  9. Nanoparticles1,137◆ 1.15×44 topics
  10. Quality of Life1,132◆ 1.00×58 topics
  11. Artificial Intelligence1,036◆ 0.92×65 topics
  12. Healthcare987◆ 1.10×40 topics
  13. Public Health969▼ 0.85×72 topics
  14. Convolutional Neural Networks964▲ 1.69×14 topics
  15. Nanomaterials954▲ 1.16×21 topics
  16. Treatment951◆ 0.99×52 topics
  17. Cardiovascular Disease948◆ 1.06×39 topics
  18. Renewable Energy922▼ 0.81×59 topics
  19. Mechanical Properties889◆ 1.15×39 topics
  20. Security858▲ 1.63×28 topics
  21. Energy Efficiency849▲ 1.17×46 topics
  22. Risk Factors845◆ 0.98×37 topics
  23. Big Data840◆ 1.12×35 topics
  24. Energy Storage803▲ 1.57×13 topics
  25. Catalysis790▲ 1.51×29 topics
  26. Nanocomposites745▲ 1.20×22 topics
  27. Graphene732▲ 1.39×12 topics
  28. Tissue Engineering673▲ 1.41×13 topics
  29. Biosensors672▲ 1.74×12 topics
  30. Aging659▲ 1.54×19 topics
  31. Medical Imaging623▲ 1.50×9 topics
  32. Precision Medicine602▲ 1.54×8 topics
  33. Cathode Materials596▲ 1.95×3 topics
  34. Additive Manufacturing565▲ 2.3×8 topics
  35. Representation Learning506▲ 4.1×3 topics
  36. Unsupervised Learning478▲ 4.0×3 topics
  37. Semi-Supervised Learning415▲ 4.3×3 topics
  38. Authoritarianism329▲ 4.8×5 topics
  39. State Intervention280▲ 11×3 topics
  40. Singapore252▲ 37×1 topic

What research is done in Singapore?

Topic Modeling295Topic Modeling: 295 fractional worksAdvanced Sensor and Ener…264Advanced Sensor and Energy Harvesting Materials: 264 fractional worksSocioeconomic Development in Asia: 231 fractional worksAdditive Manufacturing and 3D Printing Technologies: 215 fractional worksAdvanced Memory and Neural Computing: 206 fractional worksAdvanced Neural Network Applications: 202 fractional worksAdvancements in Battery Materials: 196 fractional worksDomain Adaptation and Fe…192Domain Adaptation and Few-Shot Learning: 192 fractional worksElectrocatalysts for Energy Conversion: 191 fractional worksMultimodal Machine Learning Applications: 189 fractional works
Artificial IntelligenceBiomedical EngineeringSociology and Political ScienceAutomotive Engineering3 others

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

  1. 1 Topic Modeling Artificial Intelligence 295 works
  2. 2 Advanced Sensor and Energy Harvesting Materials Biomedical Engineering 264 works
  3. 3 Socioeconomic Development in Asia Sociology and Political Science 231 works
  4. 4 Additive Manufacturing and 3D Printing Technologies Automotive Engineering 215 works
  5. 5 Advanced Memory and Neural Computing Electrical and Electronic Engineering 206 works
  6. 6 Advanced Neural Network Applications Computer Vision and Pattern Recognition 202 works
  7. 7 Advancements in Battery Materials Electrical and Electronic Engineering 196 works
  8. 8 Domain Adaptation and Few-Shot Learning Artificial Intelligence 192 works
  9. 9 Electrocatalysts for Energy Conversion Renewable Energy, Sustainability and the Environment 191 works
  10. 10 Multimodal Machine Learning Applications Computer Vision and Pattern Recognition 189 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%Singapore23.9% 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 33.8% in 2016.

Discussion

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