Research in Troy
Science Explorer records 19 research institutions in Troy, United States. The highest-ranked on research quality in 2022–2025 are Aptiv (United States), Beaumont Hospital, Troy and Kelly Services (United States).
- Research institutions
- 19 4 of them ranked worldwide
- Research works
- 4.6k ▲ 9% vs 2013–17
- Top-10% rate, 2022–2025
- 11.1% 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 Troy?
| # | Institution | Works | Against the largest here | World rank |
|---|---|---|---|---|
| 1 | Aptiv (United States)Company | 1,565 | #14,060 | |
| 2 | Altair Engineering (United States)Company | 806 | #21,045 | |
| 3 | Beaumont Hospital, TroyHospital / health system | 598 | #18,509 | |
| 4 | Kelly Services (United States)Company | 589 | #18,821 | |
| 5 | Society of Automotive Engineers InternationalInstitution | 192 | #33,750 all time | |
| 6 | Michigan Institute of UrologyHospital / health system | 165 | #23,338 all time | |
| 7 | TES International (United States)Company | 155 | #23,698 all time | |
| 8 | Troy GastroenterologyHospital / health system | 145 | #35,350 all time | |
| 9 | Magna International (United States)Company | 121 | #32,337 all time | |
| 10 | Walsh CollegeUniversity | 94 | not ranked | |
| 11 | Meritor (United States)Company | 62 | not ranked | |
| 12 | RHK Technology (United States)Company | 25 | not ranked | |
| 13 | International Academy of Design & TechnologyUniversity | 22 | not ranked | |
| 14 | Munro & Associates (United States)Company | 11 | not ranked | |
| 15 | Kresge FoundationNonprofit | 9 | not ranked | |
| 16 | Visca (United States)Company | 6 | not ranked | |
| 17 | Somerset Skin CentreHospital / health system | 3 | not ranked | |
| 18 | UnaSource HealthHospital / health system | 2 | not ranked | |
| 19 | Troy Community CoalitionNonprofit | 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.
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.
Shares of the rows listed above, not of the whole node.
Which keywords describe research in Troy?
By fractional works in 2022–2025, weighted toward what it does more of than the world: Epidemiology, Deep Learning, Machine Learning, Power Electronics, Guidelines, Treatment, Model Predictive Control and Thermal Analysis.
- Voltage Source Inverters
- Vehicle Dynamics
- Composite Springs
- Photovoltaic Systems
- Induction Motors
- Prostate Cancer
- Permanent Magnet Machines
- Myocardial Infarction
- Numerical Simulation
- Finite Element Analysis
- Clinical Guidelines
- Electric Vehicles
- Renewable Energy Integration
- Management
- Mortality
- Power Electronics
- Diagnosis
- Neural Networks
- Treatment
- Deep Learning
- Epidemiology
- Machine Learning
- Risk Factors
- Guidelines
- Quality of Life
- Immunotherapy
- Complications
- Model Predictive Control
- Optimization
- Thermal Analysis
- Control Systems
- Genetic Algorithms
- Parameter Estimation
- Electric Motor Drives
- Wireless Communications
- Mechanical Behavior
- Screening
- MIMO Systems
- Multilevel Converters
- Vehicle Suspension
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 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Epidemiology42▲ 1.42×93 topics
- Deep Learning32▲ 1.26×56 topics
- Machine Learning31▲ 1.27×64 topics
- Treatment19▲ 2.1×37 topics
- Risk Factors16▲ 1.96×27 topics
- Neural Networks15▲ 1.34×25 topics
- Guidelines15▲ 4.3×13 topics
- Diagnosis14▲ 2.1×28 topics
- Quality of Life14▲ 1.35×41 topics
- Power Electronics13▲ 5.4×7 topics
- Immunotherapy11▲ 2.1×16 topics
- Mortality11▲ 2.5×12 topics
- Complications10▲ 2.7×16 topics
- Management10▲ 1.70×21 topics
- Model Predictive Control10▲ 5.0×5 topics
- Renewable Energy Integration9▲ 3.7×4 topics
- Optimization9▲ 2.5×14 topics
- Electric Vehicles8▲ 3.8×4 topics
- Thermal Analysis8▲ 8.3×3 topics
- Clinical Guidelines7▲ 3.3×8 topics
- Control Systems7▲ 5.1×8 topics
- Finite Element Analysis7▲ 4.0×5 topics
- Genetic Algorithms7▲ 6.2×4 topics
- Numerical Simulation7▲ 3.1×7 topics
- Parameter Estimation7▲ 7.0×3 topics
- Myocardial Infarction6▲ 3.7×7 topics
- Electric Motor Drives6▲ 20×1 topic
- Permanent Magnet Machines6▲ 20×1 topic
- Wireless Communications6▲ 4.3×4 topics
- Prostate Cancer6▲ 5.7×4 topics
- Mechanical Behavior5▲ 5.6×2 topics
- Induction Motors5▲ 14×2 topics
- Screening5▲ 6.8×3 topics
- Photovoltaic Systems5▲ 7.1×2 topics
- MIMO Systems4▲ 7.5×3 topics
- Composite Springs4▲ 20×1 topic
- Multilevel Converters4▲ 11×1 topic
- Vehicle Dynamics4▲ 10×2 topics
- Vehicle Suspension4▲ 19×1 topic
- Voltage Source Inverters4▲ 11×1 topic
What research is done in Troy?
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Electric Motor Design and Analysis Electrical and Electronic Engineering 6 works
- 2 Antenna Design and Analysis Aerospace Engineering 4 works
- 3 Multilevel Inverters and Converters Electrical and Electronic Engineering 4 works
- 4 Mechanical Engineering and Vibrations Research Mechanical Engineering 4 works
- 5 Cardiac Valve Diseases and Treatments Cardiology and Cardiovascular Medicine 4 works
- 6 Sensorless Control of Electric Motors Electrical and Electronic Engineering 4 works
- 7 Cardiac, Anesthesia and Surgical Outcomes Cardiology and Cardiovascular Medicine 4 works
- 8 Advanced Battery Technologies Research Automotive Engineering 3 works
- 9 Manufacturing Process and Optimization Industrial and Manufacturing Engineering 3 works
- 10 Autonomous Vehicle Technology and Safety Automotive Engineering 3 works
Research output over time
The same series as a ribbon — one cell per year, darker for more.