Research Breakout Radar
A weekly screen of research topics showing persistent publication growth and acceleration relative to their fields.
Topics scanned4,516
Eligible topics3,298
Published candidates50
On the beat
The same screen, run only over social sciences, computer science and energy — the subjects this site is about. Where research is heating up on work, money, cities and the machines.
| Rank | Research topic | Core articles | Current growth | Previous growth | Acceleration |
|---|---|---|---|---|---|
| 1 | Generative Adversarial Networks and Image Synthesis⚑Computer Vision and Pattern Recognition · Computer Science | 1,053 | +189.3% | +116.6% | +72.7% |
| 2 | Sport Psychology and PerformanceDevelopmental and Educational Psychology · Psychology | 1,124 | +128.5% | +74.8% | +53.6% |
| 3 | Psychometric Methodologies and Testing⚑Management Science and Operations Research · Decision Sciences | 656 | +317.8% | +106.0% | +211.8% |
| 4 | China's Socioeconomic Reforms and GovernancePolitical Science and International Relations · Social Sciences | 694 | +122.4% | +36.1% | +86.4% |
| 5 | Indigenous Health, Education, and Rights⚑Health · Social Sciences | 571 | +78.4% | +57.2% | +21.2% |
| 6 | Distributed systems and fault tolerance⚑Computer Networks and Communications · Computer Science | 653 | +209.5% | +152.7% | +56.8% |
| 7 | Advanced Neural Network ApplicationsComputer Vision and Pattern Recognition · Computer Science | 3,295 | +120.7% | +93.8% | +26.8% |
| 8 | Posttraumatic Stress Disorder ResearchClinical Psychology · Psychology | 1,212 | +90.9% | +35.8% | +55.0% |
| 9 | Science Education and Pedagogy⚑Education · Social Sciences | 817 | +210.6% | +89.8% | +120.9% |
| 10 | Advanced Graph Neural Networks⚑Artificial Intelligence · Computer Science | 1,676 | +177.5% | +108.8% | +68.7% |
| 11 | Service and Product InnovationMarketing · Business, Management and Accounting | 439 | +62.0% | +5.3% | +56.7% |
| 12 | Posthumanist Ethics and Activism⚑Cultural Studies · Social Sciences | 437 | +252.4% | +84.2% | +168.2% |
| 13 | Sustainable Finance and Green BondsFinance · Economics, Econometrics and Finance | 654 | +130.3% | +81.2% | +49.1% |
| 14 | Stochastic Gradient Optimization Techniques⚑Artificial Intelligence · Computer Science | 411 | +377.9% | +136.4% | +241.5% |
| 15 | Emotion and Mood RecognitionExperimental and Cognitive Psychology · Psychology | 1,357 | +144.9% | +94.3% | +50.6% |
All of science
| Rank | Research topic | Core articles | Current growth | Previous growth | Acceleration | Weeks in top 50 |
|---|---|---|---|---|---|---|
| 1No change | Catalysts for Methane ReformingCatalysis · Physical Sciences | 1,675 | +83.1% | +42.9% | +40.1% | 7 |
| 2No change | Cystic Fibrosis Research AdvancesPulmonary and Respiratory Medicine · Health Sciences | 1,610 | +124.2% | +12.6% | +111.7% | 7 |
| 3No change | Renal Transplantation Outcomes and TreatmentsTransplantation · Health Sciences | 1,526 | +88.4% | +38.3% | +50.1% | 7 |
| 4No change | Hydrogels: synthesis, properties, applicationsMolecular Medicine · Life Sciences | 1,519 | +103.3% | +49.2% | +54.2% | 7 |
| 5No change | Advancements in Transdermal Drug DeliveryPharmaceutical Science · Life Sciences | 1,413 | +65.5% | +30.6% | +34.9% | 7 |
| 6No change | Sexual function and dysfunction studiesPsychiatry and Mental health · Health Sciences | 1,380 | +78.3% | +39.6% | +38.7% | 7 |
| 7↑ 16 | Sustainability and Climate Change Governance⚑Global and Planetary Change · Physical Sciences | 1,148 | +269.1% | +142.1% | +127.0% | 7 |
| 8No change | Generative Adversarial Networks and Image Synthesis⚑Computer Vision and Pattern Recognition · Physical Sciences | 1,053 | +189.3% | +116.6% | +72.7% | 7 |
| 9↑ 2 | Sinusitis and nasal conditionsOtorhinolaryngology · Health Sciences | 928 | +30.7% | +15.1% | +15.6% | 7 |
| 10↑ 2 | Quantum Chromodynamics and Particle Interactions⚑Nuclear and High Energy Physics · Physical Sciences | 907 | +66.7% | +18.7% | +48.0% | 7 |
| 11↑ 2 | Food Drying and ModelingFood Science · Life Sciences | 900 | +197.0% | +90.2% | +106.9% | 7 |
| 12↑ 4 | Telomeres, Telomerase, and SenescencePhysiology · Health Sciences | 896 | +75.0% | +29.7% | +45.3% | 7 |
| 13↑ 7 | Sirtuins and Resveratrol in MedicineGeriatrics and Gerontology · Health Sciences | 783 | +66.6% | +47.0% | +19.6% | 7 |
| 14↑ 5 | Invertebrate Immune Response MechanismsImmunology · Life Sciences | 775 | +174.8% | +104.3% | +70.5% | 7 |
| 15New | Neurotransmitter Receptor Influence on BehaviorCellular and Molecular Neuroscience · Life Sciences | 769 | +111.8% | +57.9% | +53.9% | 6 |
| 16↑ 5 | Galaxies: Formation, Evolution, Phenomena⚑Astronomy and Astrophysics · Physical Sciences | 2,042 | +154.3% | +31.4% | +122.9% | 4 |
| 17↑ 27 | Cutaneous Melanoma Detection and ManagementOncology · Health Sciences | 1,668 | +47.7% | +7.3% | +40.4% | 3 |
| 18↑ 4 | Medication Adherence and ComplianceFamily Practice · Health Sciences | 744 | +69.9% | +41.2% | +28.7% | 6 |
| 19New | Coffee research and impactsPharmacology · Health Sciences | 724 | +62.7% | +16.5% | +46.2% | 1 |
| 20↑ 4 | Liver physiology and pathologyHepatology · Health Sciences | 719 | +74.9% | +37.4% | +37.5% | 7 |
| 21↑ 4 | Geotechnical Engineering and Soil Mechanics⚑Civil and Structural Engineering · Physical Sciences | 1,489 | +230.9% | +93.1% | +137.8% | 2 |
| 22New | Sport Psychology and PerformanceDevelopmental and Educational Psychology · Social Sciences | 1,124 | +128.5% | +74.8% | +53.6% | 2 |
| 23↑ 5 | Calcium Carbonate Crystallization and InhibitionBiomaterials · Physical Sciences | 660 | +105.0% | +44.4% | +60.5% | 7 |
| 24↓ 6 | Sepsis Diagnosis and TreatmentEpidemiology · Health Sciences | 2,284 | +66.0% | +33.0% | +33.0% | 3 |
| 25↓ 15 | Menopause: Health Impacts and TreatmentsEndocrinology, Diabetes and Metabolism · Health Sciences | 995 | +142.7% | +83.8% | +58.9% | 7 |
| 26↑ 4 | Psychometric Methodologies and Testing⚑Management Science and Operations Research · Social Sciences | 656 | +317.8% | +106.0% | +211.8% | 7 |
| 27↑ 2 | Microbial bioremediation and biosurfactantsPollution · Physical Sciences | 634 | +56.9% | +23.0% | +33.9% | 7 |
| 28↓ 21 | Machine Fault Diagnosis TechniquesControl and Systems Engineering · Physical Sciences | 2,531 | +95.9% | +53.1% | +42.8% | 4 |
| 29New | Bacterial Genetics and BiotechnologyGenetics · Life Sciences | 831 | +197.8% | +113.7% | +84.1% | 6 |
| 30New | China's Socioeconomic Reforms and GovernancePolitical Science and International Relations · Social Sciences | 694 | +122.4% | +36.1% | +86.4% | 6 |
| 31↑ 7 | Gastrointestinal Bleeding Diagnosis and TreatmentGastroenterology · Health Sciences | 593 | +56.1% | +3.9% | +52.1% | 3 |
| 32↑ 2 | Marine and coastal ecosystemsOceanography · Physical Sciences | 1,445 | +69.0% | +42.2% | +26.8% | 6 |
| 33↓ 18 | Skin Protection and AgingDermatology · Health Sciences | 931 | +56.7% | +11.4% | +45.3% | 3 |
| 34↑ 16 | Optimal Power Flow DistributionElectrical and Electronic Engineering · Physical Sciences | 803 | +153.3% | +89.8% | +63.5% | 7 |
| 35↑ 1 | Polymer Surface Interaction StudiesSurfaces, Coatings and Films · Physical Sciences | 572 | +90.0% | +51.9% | +38.1% | 6 |
| 36New | Indigenous Health, Education, and Rights⚑Health · Social Sciences | 571 | +78.4% | +57.2% | +21.2% | 1 |
| 37↑ 4 | Cardiac Fibrosis and RemodelingCardiology and Cardiovascular Medicine · Health Sciences | 832 | +110.6% | +66.1% | +44.5% | 3 |
| 38New | Occupational Therapy Practice and ResearchOccupational Therapy · Health Sciences | 567 | +54.1% | +38.9% | +15.1% | 1 |
| 39↓ 4 | Sulfur Compounds in BiologyBiochemistry · Life Sciences | 560 | +30.2% | +7.1% | +23.1% | 3 |
| 40↑ 2 | Microbial Inactivation MethodsBiotechnology · Life Sciences | 558 | +54.1% | +29.3% | +24.8% | 3 |
| 41↑ 4 | Animal Nutrition and PhysiologyAnimal Science and Zoology · Life Sciences | 1,550 | +21.2% | +4.5% | +16.7% | 3 |
| 42↓ 9 | Microstructure and mechanical propertiesMaterials Chemistry · Physical Sciences | 1,110 | +135.2% | +46.2% | +89.0% | 3 |
| 43No change | Breast Lesions and CarcinomasPathology and Forensic Medicine · Health Sciences | 552 | +72.5% | +12.0% | +60.5% | 2 |
| 44↑ 4 | Obstructive Sleep Apnea ResearchPhysiology · Health Sciences | 2,168 | +50.8% | +16.9% | +33.9% | 5 |
| 45↑ 4 | Distributed systems and fault tolerance⚑Computer Networks and Communications · Physical Sciences | 653 | +209.5% | +152.7% | +56.8% | 4 |
| 46New | Simulation-Based Education in HealthcarePhysiology · Health Sciences | 1,244 | +53.0% | +21.1% | +31.9% | 1 |
| 47New | Aeroelasticity and Vibration Control⚑Aerospace Engineering · Physical Sciences | 534 | +317.2% | +117.4% | +199.8% | 1 |
| 48New | Health Literacy and Information AccessibilityGeneral Health Professions · Health Sciences | 1,270 | +60.2% | +17.3% | +42.8% | 2 |
| 49New | Fiber-reinforced polymer compositesMechanical Engineering · Physical Sciences | 809 | +75.1% | +38.5% | +36.6% | 5 |
| 50↓ 33 | Polymer crystallization and propertiesPolymers and Plastics · Physical Sciences | 793 | +135.3% | +55.3% | +80.0% | 7 |
How to read it
Current and previous growth compare matched 180-day publication windows with the same periods one year earlier. Acceleration is the difference between those growth rates. Rank movement and persistence compare weekly snapshots. The screen identifies publication momentum, not research quality, importance, commercial promise, or a forecast.
Methodology
Screens all OpenAlex topics using primary-topic journal articles from CWTS Core sources. Eligible topics must satisfy minimum counts across four matched 180-day windows, show positive year-over-year growth in both comparisons, have at least 100 articles and 10% growth in the current window, and rank at or above the 80th percentile for growth and 70th percentile for acceleration within their subfield plus the 25th percentile for global volume. The displayed order is 55% subfield growth rank, 30% subfield acceleration rank, and 15% global volume rank. The homepage compares current and previous year-over-year growth for the first ten candidates; the full page publishes fifty candidates and review warnings. Rank changes and persistence derive from prior weekly snapshots. Publication momentum is not research quality, importance, commercial promise, or a forecast. OpenAlex indexing, Core-source coverage, and topic revisions can create false signals.