Research in Singapore

By fractional works over the whole record; world rank on research quality in 2022–2025. Bars are scaled to the largest institution in this city, not to anything off the page.

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. Health InformaticsSubfield · 180.9 works2.2×
6. OphthalmologySubfield · 403.2 works2.2×
7. Artificial IntelligenceSubfield · 3,586.3 works2.1×

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.

By fractional works in 2022–2025, 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.

1. 1 Topic ModelingArtificial Intelligence 295 works
2. 2 Advanced Sensor and Energy Harvesting MaterialsBiomedical Engineering 264 works
3. 3 Socioeconomic Development in AsiaSociology and Political Science 231 works
4. 4 Additive Manufacturing and 3D Printing TechnologiesAutomotive Engineering 215 works
5. 5 Advanced Memory and Neural ComputingElectrical and Electronic Engineering 206 works
6. 6 Advanced Neural Network ApplicationsComputer Vision and Pattern Recognition 202 works
7. 7 Advancements in Battery MaterialsElectrical and Electronic Engineering 196 works
8. 8 Domain Adaptation and Few-Shot LearningArtificial Intelligence 192 works
9. 9 Electrocatalysts for Energy ConversionRenewable Energy, Sustainability and the Environment 191 works
10. 10 Multimodal Machine Learning ApplicationsComputer Vision and Pattern Recognition 189 works