Private Machines (United States)
- Research works
- 47 ▲ 109% vs 2018-21
- Citations
- 533 11.4 per fractional work
- Top-10% rate
- 7.5% all institutions 10.0%
- Open access
- 45% world 40%
- International
- 40% world 18%
Not ranked overall: Private Machines (United States) is under the volume floor below which a citation excellence rate is noise. Not ranked is not the same as ranked last.
Which fields of science does Private Machines (United States) work in?
In all years, 64% of research at Private Machines (United States) is in Physical Sciences, 22% in Social Sciences. Its largest fields are Engineering (39%), Computer Science (14%), Psychology (8%). It does 1.5× the world's share of Physical Sciences.
Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in all years. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this institution does than the world.
Its 4 domains and 21 fields, with their numbers
- Physical Sciences3064.5%
- Engineering1838.9%
- Computer Science714.5%
- Materials Science23.3%
- Physics and Astronomy12.0%
- Mathematics11.8%
- Chemistry11.4%
- Environmental Science11.3%
- Chemical Engineering00.6%
- Energy00.4%
- Earth and Planetary Sciences00.3%
- Social Sciences1022.2%
- Health Sciences49.2%
- Medicine37.4%
- Dentistry01.1%
- Health Professions00.7%
- Life Sciences24.1%
Field profile
Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.
Rings at 0.5×, 1× and 2×. Widest outward: Psychology, 6.0×. Every wedge is a field page.
All 10 fields, with their numbers
- Psychology6.02×2 works
- Engineering2.87×5 works
- Arts and Humanities2.51×1 works
- Physics and Astronomy2.17×1 works
- Mathematics1.23×0 works
- Business, Management and Accounting0.90×0 works
- Social Sciences0.80×1 works
- Medicine0.50×1 works
- Computer Science0.25×0 works
- Environmental Science0.10×0 works
Which keywords describe research at Private Machines (United States)?
By fractional works in all years, weighted toward what it does more of than the world: Thermal Management, Electric Vehicles, Battery Management Systems, Lithium-ion Batteries, Power Electronics, Raman Spectroscopy, Distributed Systems and Energy Efficiency.
- STEM Education
- Machine Vision
- Biomedical Imaging
- Climate Change
- Machine Learning
- Renewable Energy
- Lithium-ion Batteries
- Battery Management Systems
- Thermal Management
- Deep Learning
- Electric Vehicles
- Energy Efficiency
- Power Electronics
- Distributed Systems
- Raman Spectroscopy
- Bariatric Surgery
- Infrared Spectroscopy
- Obesity
Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 18 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 18 words, with their numbers
- Deep Learning2▲ 1.92×10 topics
- Thermal Management2▲ 14×3 topics
- Electric Vehicles2▲ 22×3 topics
- Battery Management Systems2▲ 40×1 topic
- Energy Efficiency2▲ 4.0×5 topics
- Lithium-ion Batteries2▲ 13×1 topic
- Power Electronics1▲ 10×3 topics
- Renewable Energy1▲ 2.8×5 topics
- Distributed Systems1▲ 10×4 topics
- Machine Learning1▲ 1.22×8 topics
- Raman Spectroscopy1▲ 11×3 topics
- Climate Change1◆ 0.89×5 topics
- Bariatric Surgery1▲ 80×1 topic
- Biomedical Imaging1▲ 36×1 topic
- Infrared Spectroscopy1▲ 64×1 topic
- Machine Vision1▲ 11×2 topics
- Obesity1▲ 2.8×1 topic
- STEM Education1▲ 7.7×2 topics
Which research topics does Private Machines (United States) publish most on?
By volume in 2022-now: Manufacturing Process and Optimization, Advanced Battery Technologies Research, Transportation and Mobility Innovations and Industrial Vision Systems and Defect Detection.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Manufacturing Process and Optimization Industrial and Manufacturing Engineering 0 works
- 2 Advanced Battery Technologies Research Automotive Engineering 0 works
- 3 Transportation and Mobility Innovations Automotive Engineering 0 works
- 4 Industrial Vision Systems and Defect Detection Industrial and Manufacturing Engineering 0 works
- 5 Death, Funerary Practices, and Mourning Anthropology 0 works
- 6 Vehicular Ad Hoc Networks (VANETs) Electrical and Electronic Engineering 0 works
- 7 Blood groups and transfusion Hematology 0 works
- 8 Counseling, Therapy, and Family Dynamics Clinical Psychology 0 works
- 9 Neonatal Health and Biochemistry Pediatrics, Perinatology and Child Health 0 works
- 10 Transport and Economic Policies Strategy and Management 0 works
How open and international is its research?
Against the world's own shares: the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.
World: 40% of research is openly available.
World: 18% is written across borders.
How has Private Machines (United States)'s research output changed?
Output in 2022-2025 was 109% 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 Private Machines (United States) as a percentage of every work published that year, 0.000048% in 2024.
Fractional works of Private Machines (United States) over all fractional works that year. How the balance of science has shifted.
Other research institutions in Stony Brook
- Stony Brook University
- Stony Brook School
- Stony Brook Medicine
- Simons Center for Geometry and Physics
- Stony Brook Children's Hospital
- Brookhaven Technology Group (United States)
- Applied DNA Sciences (United States)
- Traverse Biosciences (United States)
Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners have tabs of their own, above.
Discussion
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