Science in Singapore
Singapore ranks #13 of 189 countries on research quality in 2022-now (#11 all time), with 70k research works and 16.7% of them in the world's top 10%.
- World rank, 2022-now
- #13 of 189 · #11 all time
- Works, 2022-now
- 70k ▲ 7% vs 2018-21
- Citations
- 11.2M 30.0 per fractional work, all time
- Top-10% rate
- 16.7% all institutions 10.0%
- vs its own fields
- 1.42× 1.00× is exactly expected
- In the world top 100
- 2 6 in the top 1,000
- Open access
- 33% world 40%
- International
- 34% world 18%
What is Singapore strongest at in science?
On research quality in 2022-now, Singapore ranks highest in Engineering (#6 of 131), Electrical and Electronic Engineering (#4 of 86) and Materials Science (#5 of 87). Relative to its size it is most specialised in Health Informatics, Hardware and Architecture and Acoustics and Ultrasonics.
| Field | World rank | Where that sits | Top-10% rate | Works | All time | Institutions |
|---|---|---|---|---|---|---|
| EngineeringField | #6 of 131 | 19.3% | 14,069 | #8 | Institutions | |
| Electrical and Electronic EngineeringSubfield | #4 of 86 | 17.7% | 4,199 | #5 | Institutions | |
| Materials ScienceField | #5 of 87 | 19.0% | 3,019 | #10 | Institutions | |
| Computer ScienceField | #9 of 128 | 18.4% | 9,088 | #13 | Institutions | |
| EnergyField | #5 of 71 | 19.7% | 797 | #7 | Institutions | |
| Computer Vision and Pattern RecognitionSubfield | #5 of 66 | 20.2% | 1,971 | #5 | Institutions | |
| Mechanical EngineeringSubfield | #6 of 74 | 20.3% | 1,467 | #9 | Institutions | |
| Materials ChemistrySubfield | #6 of 71 | 19.3% | 1,749 | #7 | Institutions | |
| Automotive EngineeringSubfield | #5 of 56 | 20.7% | 689 | #5 | Institutions | |
| Renewable Energy, Sustainability and the EnvironmentSubfield | #6 of 66 | 19.9% | 705 | #6 | Institutions | |
| Artificial IntelligenceSubfield | #8 of 87 | 18.0% | 3,590 | - | Institutions | |
| Building and ConstructionSubfield | #7 of 71 | 21.7% | 552 | #9 | Institutions |
Where its research is concentrated
Location quotient: how much more (or less) of each node it does than its size predicts. Drawn around 1×, where "twice the world share" and "half of it" are the same distance apart in opposite directions. A volume reading, which on a country axis is largely population and industrial structure.
- Health InformaticsSubfield · 240.2 works · #28 of 205 active here2.5×
- Hardware and ArchitectureSubfield · 214.2 works · #20 of 169 active here2.4×
- Acoustics and UltrasonicsSubfield · 20.8 works · #20 of 108 active here2.3×
- OphthalmologySubfield · 472.6 works · #26 of 207 active here2.2×
- Computer Vision and Pattern RecognitionSubfield · 2,226.5 works · #21 of 204 active here2.2×
- SoftwareSubfield · 112.6 works · #25 of 160 active here2.2×
- Geriatrics and GerontologySubfield · 186.0 works · #30 of 202 active here2.2×
- Artificial IntelligenceSubfield · 4,162.6 works · #23 of 219 active here2.2×
The whole field profile
All 26 fields at once. A specialist and a generalist produce the same ranked list and a completely different shape.
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
- Computer Science1.69×10k works
- Engineering1.32×16k works
- Chemical Engineering1.31×362 works
- Energy1.25×909 works
- Materials Science1.24×3,416 works
- Decision Sciences1.10×835 works
- Physics and Astronomy1.09×1,918 works
- Medicine1.09×16k works
- Psychology1.06×2,538 works
- Neuroscience1.04×1,333 works
- Biochemistry, Genetics and Molecular Biology1.01×4,230 works
- Chemistry0.98×1,212 works
- Immunology and Microbiology0.91×726 works
- Health Professions0.81×1,689 works
- Economics, Econometrics and Finance0.81×1,372 works
- Mathematics0.72×671 works
- Nursing0.71×276 works
- Pharmacology, Toxicology and Pharmaceutics0.69×191 works
- Social Sciences0.69×6,908 works
- Environmental Science0.68×2,665 works
- Business, Management and Accounting0.67×1,712 works
- Dentistry0.66×253 works
- Earth and Planetary Sciences0.57×702 works
- Arts and Humanities0.45×1,030 works
- Agricultural and Biological Sciences0.36×1,343 works
- Veterinary0.34×36 works
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%).
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 country does than the world.
Its 4 domains and 26 fields, with their numbers
- Physical Sciences38k48.0%
- Engineering16k19.8%
- Computer Science10k13.2%
- Materials Science3,4164.3%
- Environmental Science2,6653.4%
- Physics and Astronomy1,9182.4%
- Chemistry1,2121.5%
- Energy9091.2%
- Earth and Planetary Sciences7020.9%
- Mathematics6710.9%
- Chemical Engineering3620.5%
- Health Sciences19k23.8%
- Medicine16k20.9%
- Health Professions1,6892.1%
- Nursing2760.3%
- Dentistry2530.3%
- Veterinary360.0%
- Social Sciences14k18.3%
- Social Sciences6,9088.8%
- Psychology2,5383.2%
- Business, Management and Accounting1,7122.2%
- Economics, Econometrics and Finance1,3721.7%
- Arts and Humanities1,0301.3%
- Decision Sciences8351.1%
- Life Sciences7,8249.9%
- Biochemistry, Genetics and Molecular Biology4,2305.4%
- Agricultural and Biological Sciences1,3431.7%
- Neuroscience1,3331.7%
- Immunology and Microbiology7260.9%
- Pharmacology, Toxicology and Pharmaceutics1910.2%
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.
- Singapore
- Social Cohesion
- Semi-Supervised Learning
- Representation Learning
- Cathode Materials
- Medical Imaging
- Biosensors
- Graphene
- Catalysis
- Big Data
- Energy Efficiency
- Mechanical Properties
- Treatment
- Convolutional Neural Networks
- Healthcare
- Quality of Life
- Biomedical Applications
- Sustainability
- Neural Networks
- Machine Learning
- Deep Learning
- Epidemiology
- Inflammation
- Globalization
- Nanoparticles
- Artificial Intelligence
- Public Health
- Nanomaterials
- Cardiovascular Disease
- Security
- Risk Factors
- Energy Storage
- Nanocomposites
- Tissue Engineering
- Aging
- Precision Medicine
- Additive Manufacturing
- Unsupervised Learning
- Authoritarianism
- State Intervention
Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this country'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
- Deep Learning5,202▲ 1.91×85 topics
- Machine Learning3,492▲ 1.33×97 topics
- Epidemiology3,267◆ 1.04×137 topics
- Neural Networks2,630▲ 2.2×40 topics
- Inflammation1,732◆ 1.03×83 topics
- Sustainability1,359▼ 0.71×122 topics
- Globalization1,296▼ 0.84×141 topics
- Biomedical Applications1,179▲ 1.26×36 topics
- Nanoparticles1,138◆ 1.15×44 topics
- Quality of Life1,134◆ 1.00×58 topics
- Artificial Intelligence1,038◆ 0.92×65 topics
- Healthcare988◆ 1.10×40 topics
- Public Health972▼ 0.85×72 topics
- Convolutional Neural Networks965▲ 1.68×14 topics
- Nanomaterials954▲ 1.16×21 topics
- Treatment951◆ 0.99×52 topics
- Cardiovascular Disease949◆ 1.06×39 topics
- Mechanical Properties890◆ 1.15×39 topics
- Security859▲ 1.63×28 topics
- Energy Efficiency849▲ 1.17×46 topics
- Risk Factors845◆ 0.97×37 topics
- Big Data843◆ 1.12×35 topics
- Energy Storage803▲ 1.57×13 topics
- Catalysis791▲ 1.51×29 topics
- Nanocomposites746▲ 1.20×22 topics
- Graphene733▲ 1.38×12 topics
- Tissue Engineering674▲ 1.41×13 topics
- Biosensors673▲ 1.74×12 topics
- Aging661▲ 1.54×19 topics
- Medical Imaging624▲ 1.50×9 topics
- Precision Medicine603▲ 1.54×8 topics
- Cathode Materials596▲ 1.95×3 topics
- Additive Manufacturing565▲ 2.3×8 topics
- Representation Learning507▲ 4.1×3 topics
- Unsupervised Learning478▲ 4.0×3 topics
- Semi-Supervised Learning415▲ 4.3×3 topics
- Authoritarianism333▲ 4.8×5 topics
- Social Cohesion283▲ 6.0×6 topics
- State Intervention282▲ 11×3 topics
- Singapore254▲ 37×1 topic
Which research topics does Singapore publish the most in?
Its largest topics in 2022-now are Topic Modeling, Advanced Sensor and Energy Harvesting Materials, Socioeconomic Development in Asia.
Area is fractional works in 2022-now; colour is the subfield each topic belongs to. Every tile is a topic page.
- 1 Topic Modeling Artificial Intelligence 342 works
- 2 Advanced Sensor and Energy Harvesting Materials Biomedical Engineering 288 works
- 3 Socioeconomic Development in Asia Sociology and Political Science 254 works
- 4 Artificial Intelligence in Healthcare and Education Health Informatics 240 works
- 5 Multimodal Machine Learning Applications Computer Vision and Pattern Recognition 238 works
- 6 Advanced Neural Network Applications Computer Vision and Pattern Recognition 237 works
- 7 Additive Manufacturing and 3D Printing Technologies Automotive Engineering 226 works
- 8 Domain Adaptation and Few-Shot Learning Artificial Intelligence 222 works
- 9 Electrocatalysts for Energy Conversion Renewable Energy, Sustainability and the Environment 221 works
- 10 Advanced Memory and Neural Computing Electrical and Electronic Engineering 220 works
- 11 Advancements in Battery Materials Electrical and Electronic Engineering 220 works
- 12 Privacy-Preserving Technologies in Data Artificial Intelligence 205 works
How many world-class institutions does Singapore hold?
Average quality and elite capacity disagree by construction, and both are worth knowing: the first is decided by a country's whole institution population, the second counts the institutions it holds at the top. One square per institution.
| Standing among countries | 2022-now | Where that sits | All time |
|---|---|---|---|
| Average qualityits whole institution population | #13 of 189 | #11 of 203 | |
| Elite capacitythe institutions it holds at the top | #15 of 204 | #18 of 216 |
Elite capacity counts a country's institutions by their worldwide rank, weighted so a place at #1 counts for more than one at #480. Countries under 100 fractional works are left out.
Bands are exclusive, so the squares add up to 6 (the institutions it holds in the world top 1,000), not to four times it.
Which universities in Singapore lead research?
National University of Singapore, Nanyang Technological University and Agency for Science, Technology and Research rank highest in Singapore on research quality in 2022-now.
One dot per institution in the list below. The upper left is the interesting corner.
- 1National University of SingaporeUniversity · Singapore · #15 worldwide17.6% top 10% · 25k works
- 2Nanyang Technological UniversityUniversity · Singapore · #39 worldwide20.6% top 10% · 17k works
- 3Agency for Science, Technology and ResearchGovernment institution · Singapore · #141 worldwide17.8% top 10% · 6.9k works
- 4Singapore University of Technology and DesignUniversity · Singapore · #608 worldwide18.2% top 10% · 1.9k works
- 5National University Health SystemUniversity · Singapore · #927 worldwide18.2% top 10% · 1.3k works
- 6Singapore Management UniversityUniversity · Singapore · #937 worldwide16.9% top 10% · 2.2k works
- 7Singapore Institute of TechnologyUniversity · Singapore · #2,229 worldwide10.7% top 10% · 943 works
- 8Singapore University of Social SciencesUniversity · Singapore · #2,293 worldwide12.0% top 10% · 725 works
- 9Singapore General HospitalHospital / health system · Singapore · #2,404 worldwide10.1% top 10% · 1.7k works
- 10Singapore Eye Research InstituteResearch facility · Singapore · #3,613 worldwide20.2% top 10% · 279 works
- 11KK Women's and Children's HospitalHospital / health system · Singapore · #3,736 worldwide6.5% top 10% · 892 works
- 12SingHealthHospital / health system · Singapore · #3,737 worldwide15.7% top 10% · 442 works
- 13Tan Tock Seng HospitalHospital / health system · Singapore · #4,029 worldwide9.7% top 10% · 945 works
- 14Singapore Centre for Environmental Life Sciences EngineeringResearch facility · Singapore · #4,150 worldwide22.5% top 10% · 133 works
- 15National University Cancer Institute, SingaporeUniversity · Singapore · #4,622 worldwide15.8% top 10% · 332 works
The track on each row is its top-10% rate; the tick is the average of all institutions, 10.0% (how it is set): teal above it, red below.
All ranked institutions in SingaporeWho are the top researchers in Singapore?
Xiong Wen Lou, Chen Change Loy and Florent Ginhoux rank highest among researchers based in Singapore.
- 1 Xiong Wen Lou #2 worldwide 155k citations · 583 works
- 2 Chen Change Loy #50 worldwide 86k citations · 611 works
- 3 Florent Ginhoux #118 worldwide 98k citations · 704 works
- 4 Kanyi Pu #240 worldwide 52k citations · 393 works
- 5 Cheng‐Wei Qiu #607 worldwide 67k citations · 973 works
- 6 Xiaoyuan Shawn Chen #608 worldwide 63k citations · 741 works
- 7 Hong Jin Fan #756 worldwide 61k citations · 492 works
- 8 Carolyn S.P. Lam #946 worldwide 108k citations · 1,006 works
- 9 Zhi Wei Seh #959 worldwide 45k citations · 199 works
- 10 Jiashi Feng #1,073 worldwide 57k citations · 648 works
Which cities in Singapore are research hubs?
How open and international is Singapore's research?
33% of its research is openly available (world: 40%), and 34% is written with international co-authors (world: 18%).
World: 40% of research is openly available.
World: 18% is written across borders.
In 2022-now, 50% of its research is openly available (world 63%) and 48% is written with co-authors abroad (world 22%). Against what its own mix of topics predicts, that is 0.89× the expected open access and 2.06× the expected international share, which puts it #134 of 173 countries on openness.
How has Singapore's research grown?
Output in 2022-2025 was 7% higher than in 2018-2021.
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 Singapore as a percentage of every work published that year, 0.31% in 2024.
Fractional works of Singapore over all fractional works that year. How the balance of science has shifted.
How much of it reaches the world top 10%
Over the whole record, 14.5% of its 375k works since 1950 reached the world top 10% for their field and year.
Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 17.4% in 2024.
Which countries have research most like Singapore's?
Taiwan is Singapore's closest research twin: of all countries, its research is spread across the fields most like Singapore's, with both strong in Chemical Engineering.
- 1
TaiwanBoth strong in Chemical Engineering, Engineering, Energy 0.74 Compare
- 2
ChinaBoth strong in Engineering, Chemical Engineering, Computer Science 0.56 Compare
- 3
North KoreaBoth strong in Engineering, Chemical Engineering, Energy 0.51 Compare
- 4
South KoreaBoth strong in Engineering, Chemical Engineering, Energy 0.46 Compare
- 5
United Arab EmiratesBoth strong in Computer Science, Engineering, Energy 0.43 Compare
Similarity is the correlation of each side's location quotients across every field it publishes in, on a log scale: 1 is the same shape of research, 0 is unrelated. It ignores size. How it is measured.
Compare Singapore with
Research fields in Singapore
- Engineering
- Electrical and Electronic Engineering
- Materials Science
- Physical Sciences
- Computer Science
- Energy
- Computer Vision and Pattern Recognition
- Mechanical Engineering
- Materials Chemistry
- Automotive Engineering
- Renewable Energy, Sustainability and the Environment
- Artificial Intelligence
- Health Sciences
- Building and Construction
- Civil and Structural Engineering
- Medicine
- Biomedical Engineering
- Control and Systems Engineering
- Social Sciences
- Signal Processing
- Social Sciences
- Life Sciences
- Computer Networks and Communications
- Environmental Science
- Aerospace Engineering
- Chemistry
- Organic Chemistry
- Mechanics of Materials
- Polymers and Plastics
- Economics, Econometrics and Finance
- Media Technology
- Biochemistry, Genetics and Molecular Biology
- Electronic, Optical and Magnetic Materials
- Information Systems
- Sociology and Political Science
- Health Professions
- Psychology
- Education
- Ocean Engineering
- Economics and Econometrics
- Computational Mechanics
- Business, Management and Accounting
- Atomic and Molecular Physics, and Optics
- Environmental Engineering
- Agricultural and Biological Sciences
- Ophthalmology
- General Health Professions
- Molecular Biology
- Public Health, Environmental and Occupational Health
- Management Science and Operations Research
- Immunology and Microbiology
- Industrial and Manufacturing Engineering
- Chemical Engineering
- Computational Theory and Mathematics
- Decision Sciences
- Surgery
- Statistical and Nonlinear Physics
- Infectious Diseases
- Global and Planetary Change
- Radiology, Nuclear Medicine and Imaging
Questions people ask
What is Singapore strongest at in research?
On research quality in 2022-now, Singapore ranks highest in Engineering (#6 of 131), Electrical and Electronic Engineering (#4 of 86) and Materials Science (#5 of 87). Relative to its size it is most specialised in Health Informatics, Hardware and Architecture and Acoustics and Ultrasonics.
Also asked as
- What is Singapore strongest at in science?
Discussion
Ask a question or share a note about Singapore. Keep it to the research: no personal attacks, advertising or links. Any reader can report a post, which collapses it for everyone until it is opened.
