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Company · Stony Brook · United States

Private Machines (United States)

privatemachines.comROR OpenAlex
Research works
47
▲ 39% vs 2013–17
Citations
533
11.4 per fractional work
Top-10% rate
7.7%
record average 16.5%
Open access
45%
world 28%

Not ranked overall: Private Machines (United States) is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

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.

Engineering: 2.95× its world share, 5 worksEngineeringEnvironmental Science: 0.10× its world share, 0 worksEnvironmental ScienceMathematics: 1.32× its world share, 0 worksMathematicsPhysics and Astronomy: 1.39× its world share, 0 worksPhysics and AstronomyMedicine: 0.54× its world share, 1 worksMedicineArts and Humanities: 2.68× its world share, 1 worksArts and HumanitiesBusiness, Management and Accounting: 0.96× its world share, 0 worksBusiness, Management…Psychology: 6.11× its world share, 2 worksPsychologySocial Sciences: 0.86× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Psychology, 6.1×. Every wedge is a field page.

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.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

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
  1. Deep Learning2▲ 1.92×10 topics
  2. Thermal Management2▲ 14×3 topics
  3. Electric Vehicles2▲ 22×3 topics
  4. Battery Management Systems2▲ 40×1 topic
  5. Energy Efficiency2▲ 4.0×5 topics
  6. Lithium-ion Batteries2▲ 13×1 topic
  7. Power Electronics1▲ 10×3 topics
  8. Renewable Energy1▲ 2.8×5 topics
  9. Distributed Systems1▲ 10×4 topics
  10. Machine Learning1▲ 1.22×8 topics
  11. Raman Spectroscopy1▲ 11×3 topics
  12. Climate Change1◆ 0.89×5 topics
  13. Bariatric Surgery1▲ 80×1 topic
  14. Biomedical Imaging1▲ 36×1 topic
  15. Infrared Spectroscopy1▲ 64×1 topic
  16. Machine Vision1▲ 11×2 topics
  17. Obesity1▲ 2.8×1 topic
  18. STEM Education1▲ 7.7×2 topics

Which research topics does Private Machines (United States) publish most on?

By volume in 2022–2025: Transportation and Mobility Innovations, Industrial Vision Systems and Defect Detection, Advanced Battery Technologies Research and Manufacturing Process and Optimization.

Transportation and Mobil…0Transportation and Mobility Innovations: 0 fractional worksIndustrial Vision System…0Industrial Vision Systems and Defect Detection: 0 fractional worksAdvanced Battery Technol…0Advanced Battery Technologies Research: 0 fractional worksManufacturing Process an…0Manufacturing Process and Optimization: 0 fractional worksTransport and Economic Policies: 0 fractional worksCounseling, Therapy, and Family Dynamics: 0 fractional worksVehicle Routing Optimiza…0Vehicle Routing Optimization Methods: 0 fractional worksAutonomous Vehicle Technology and Safety: 0 fractional worksQuantum Mechanics and Applications: 0 fractional worksHistorical Studies and S…0Historical Studies and Socio-cultural Analysis: 0 fractional works
Automotive EngineeringIndustrial and Manufacturing EngineeringStrategy and ManagementClinical Psychology2 others

Area is fractional works; colour is the subfield each topic belongs to.

  1. 1 Transportation and Mobility Innovations Automotive Engineering 0 works
  2. 2 Industrial Vision Systems and Defect Detection Industrial and Manufacturing Engineering 0 works
  3. 3 Advanced Battery Technologies Research Automotive Engineering 0 works
  4. 4 Manufacturing Process and Optimization Industrial and Manufacturing Engineering 0 works
  5. 5 Transport and Economic Policies Strategy and Management 0 works
  6. 6 Counseling, Therapy, and Family Dynamics Clinical Psychology 0 works
  7. 7 Vehicle Routing Optimization Methods Industrial and Manufacturing Engineering 0 works
  8. 8 Autonomous Vehicle Technology and Safety Automotive Engineering 0 works
  9. 9 Quantum Mechanics and Applications Atomic and Molecular Physics, and Optics 0 works
  10. 10 Historical Studies and Socio-cultural Analysis History and Philosophy of Science 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.

openly available44.7%not open55.3%

World: 28% of research is openly available.

with international co-authors39.9%domestic only60.1%

World: 19% is written across borders.

How has Private Machines (United States)'s research output changed?

Output in 2018–2022 was 39% higher than in 2013–2017.

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Stony Brook

All research institutions in Stony Brook

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.