Research in Cumming
Science Explorer records 2 research institutions in Cumming, United States. The largest by output are Forsyth County Schools and Fishmaster (United States).
- Research institutions
- 2
- Research works
- 188 ▲ 30% vs 2013–17
- Top-10% rate, 2022–2025
- 9.3% record average 16.5%
A city carries no overall standing here. The composite 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 Cumming?
| # | Institution | Works | Against the largest here | World rank |
|---|---|---|---|---|
| 1 | Forsyth County SchoolsUniversity | 188 | #17,628 all time | |
| 2 | Fishmaster (United States)Company | 0 | not ranked |
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.
Which keywords describe research in Cumming?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Sustainability, Internet of Things, Supply Chain Management, Metabolic Syndrome, Big Data, Machine Learning, Digital Twin and Cyber-Physical Systems.
- Social Inclusion
- Process Monitoring
- Nutrigenomics
- Library Services
- Infrastructure Development
- Fabric Defect Detection
- China-Pakistan Economic Corridor
- Digital Divide
- Globalization
- Smart Manufacturing
- Cyber-Physical Systems
- Sustainable Development
- Healthcare
- Public Health
- Big Data
- Machine Learning
- Internet of Things
- Sustainability
- Supply Chain Management
- Metabolic Syndrome
- Deep Learning
- Epidemiology
- Digital Twin
- Artificial Intelligence
- Security
- Additive Manufacturing
- Inflammation
- Ethical Issues
- Education
- Fault Detection
- Interior Design
- Machine Vision
- Personalized Nutrition
- Research
Size is fractional works in 2022–2025 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 34 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 34 words, with their numbers
- Sustainability5▲ 5.7×7 topics
- Internet of Things3▲ 10×6 topics
- Supply Chain Management3▲ 9.4×4 topics
- Machine Learning3▲ 2.5×10 topics
- Metabolic Syndrome2▲ 9.2×6 topics
- Big Data2▲ 7.6×6 topics
- Deep Learning2▲ 1.62×8 topics
- Public Health2▲ 3.6×10 topics
- Epidemiology2▲ 1.25×14 topics
- Healthcare2▲ 4.3×5 topics
- Digital Twin2▲ 34×2 topics
- Sustainable Development2▲ 2.9×4 topics
- Artificial Intelligence1▲ 3.1×6 topics
- Cyber-Physical Systems1▲ 16×1 topic
- Security1▲ 6.3×4 topics
- Smart Manufacturing1▲ 49×1 topic
- Additive Manufacturing1▲ 13×2 topics
- Globalization1▲ 1.79×3 topics
- Inflammation1▲ 1.73×8 topics
- Digital Divide1▲ 12×2 topics
- Ethical Issues1▲ 30×2 topics
- China-Pakistan Economic Corridor1▲ 298×1 topic
- Education1▲ 1.83×2 topics
- Fabric Defect Detection1▲ 39×1 topic
- Fault Detection1▲ 21×1 topic
- Infrastructure Development1▲ 137×1 topic
- Interior Design1▲ 451×1 topic
- Library Services1▲ 300×1 topic
- Machine Vision1▲ 13×1 topic
- Nutrigenomics1▲ 99×1 topic
- Personalized Nutrition1▲ 99×1 topic
- Process Monitoring1▲ 30×1 topic
- Research1▲ 24×1 topic
- Social Inclusion1▲ 98×1 topic
What research is done in Cumming?
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Digital Transformation in Industry Industrial and Manufacturing Engineering 1 works
- 2 Library Science and Administration Library and Information Sciences 1 works
- 3 Fault Detection and Control Systems Control and Systems Engineering 1 works
- 4 Belt and Road Initiative Economics and Econometrics 1 works
- 5 Industrial Vision Systems and Defect Detection Industrial and Manufacturing Engineering 1 works
- 6 Nutrition, Genetics, and Disease Genetics 1 works
- 7 Architecture, Design, and Social History Conservation 1 works
- 8 Blockchain Technology Applications and Security Information Systems 1 works
- 9 Additive Manufacturing and 3D Printing Technologies Automotive Engineering 1 works
- 10 Additive Manufacturing Materials and Processes Mechanical Engineering 1 works
Research output over time
The same series as a ribbon — one cell per year, darker for more.