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Company · Oshawa · Canada

General Motors (Canada)

In research, General Motors (Canada) stands highest in Physical Sciences (#19,351 of 21,541 worldwide), over all time.

gm.ca/gmROR OpenAlex
World rank, all time
#37,408
of 42,892
Rank in Canada
#817
of 896
Research works
146
▲ 211% vs 2013–17
Citations
2.6k
17.6 per fractional work
Top-10% rate
9.8%
record average 16.5%
Open access
13%
world 28%

What is General Motors (Canada) known for in research?

The fields where it stands highest, over all time, ranked among every institution above the floor in each field.

FieldWorld rankWhere that sitsTop-10% rateWorks
Physical SciencesDomain #19,351 of 21,541 18.5%130

Each strip is that field’s whole ranked pool, with the notch where General Motors (Canada) sits in it, in the colour of the band that rank falls in. The track under the rate is the rate itself: it carries no world mark, because the world rate differs by field (from about 6% to 21% in this record).

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.

Biochemistry, Genetics and Molecular Biology: 0.01× its world share, 0 worksBiochemistry, Geneti…Neuroscience: 0.26× its world share, 0 worksNeuroscienceChemical Engineering: 3.63× its world share, 0 worksChemical EngineeringComputer Science: 2.12× its world share, 4 worksComputer ScienceEarth and Planetary Sciences: 0.27× its world share, 0 worksEarth and Planetary …Energy: 4.77× its world share, 1 worksEnergyEngineering: 4.52× its world share, 18 worksEngineeringEnvironmental Science: 0.05× its world share, 0 worksEnvironmental ScienceMaterials Science: 0.42× its world share, 0 worksMaterials SciencePhysics and Astronomy: 0.29× its world share, 0 worksPhysics and AstronomyMedicine: 0.01× its world share, 0 worksMedicineArts and Humanities: 0.22× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.24× its world share, 0 worksBusiness, Management…Decision Sciences: 1.09× its world share, 0 worksDecision SciencesPsychology: 0.58× its world share, 0 worksPsychologySocial Sciences: 0.18× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Energy, 4.8×. Every wedge is a field page.

Which keywords describe research at General Motors (Canada)?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Autonomous Vehicles, Control Systems, Energy Efficiency, Collision Avoidance, Electric Vehicles, Renewable Energy, Deep Learning and Finite Element Method.

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

Size is fractional works in 2022–2025 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 27 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 27 words, with their numbers
  1. Autonomous Vehicles3▲ 52×4 topics
  2. Deep Learning2▲ 2.8×8 topics
  3. Control Systems2▲ 45×5 topics
  4. Energy Efficiency2▲ 8.1×2 topics
  5. Renewable Energy2▲ 5.2×3 topics
  6. Collision Avoidance2▲ 40×2 topics
  7. Machine Learning2▲ 2.2×5 topics
  8. Electric Vehicles2▲ 23×4 topics
  9. Sustainability2▲ 2.9×6 topics
  10. Finite Element Method2▲ 59×2 topics
  11. Power Electronics1▲ 16×3 topics
  12. Smart Grid1▲ 14×2 topics
  13. Environmental Impact1▲ 3.0×2 topics
  14. Vibration Analysis1▲ 19×4 topics
  15. Driver Assistance Systems1▲ 81×1 topic
  16. Ejectors1▲ 146×1 topic
  17. Path Planning1▲ 36×2 topics
  18. Refrigerants1▲ 146×1 topic
  19. Trajectory Prediction1▲ 81×1 topic
  20. Model Predictive Control1▲ 16×4 topics
  21. Sensitivity Analysis1▲ 43×2 topics
  22. Feedback Control1▲ 24×3 topics
  23. Genetic Algorithm1▲ 27×2 topics
  24. Hardware-in-the-Loop1▲ 156×1 topic
  25. Heuristic Algorithms1▲ 90×2 topics
  26. Metaheuristic Algorithms1▲ 86×2 topics
  27. Real-Time Simulation1▲ 156×1 topic

Which research topics does General Motors (Canada) publish most on?

By volume in 2022–2025: Autonomous Vehicle Technology and Safety, Refrigeration and Air Conditioning Technologies, Real-time simulation and control systems and Topology Optimization in Engineering.

Autonomous Vehicle Techn…1Autonomous Vehicle Technology and Safety: 1 fractional worksRefrigeration and Air Co…1Refrigeration and Air Conditioning Technologies: 1 fractional worksReal-time simulation and control systems: 1 fractional worksTopology Optimization in Engineering: 1 fractional worksVehicle Routing Optimization Methods: 1 fractional worksVehicle Dynamics and Control Systems: 1 fractional worksEnergy Efficiency and Management: 1 fractional worksAdvanced Multi-Objective…1Advanced Multi-Objective Optimization Algorithms: 1 fractional worksTraffic control and management: 1 fractional worksRobotic Path Planning Algorithms: 1 fractional works
Automotive EngineeringMechanical EngineeringControl and Systems EngineeringCivil and Structural Engineering4 others

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

  1. 1 Autonomous Vehicle Technology and Safety Automotive Engineering 1 works
  2. 2 Refrigeration and Air Conditioning Technologies Mechanical Engineering 1 works
  3. 3 Real-time simulation and control systems Control and Systems Engineering 1 works
  4. 4 Topology Optimization in Engineering Civil and Structural Engineering 1 works
  5. 5 Vehicle Routing Optimization Methods Industrial and Manufacturing Engineering 1 works
  6. 6 Vehicle Dynamics and Control Systems Automotive Engineering 1 works
  7. 7 Energy Efficiency and Management Renewable Energy, Sustainability and the Environment 1 works
  8. 8 Advanced Multi-Objective Optimization Algorithms Computational Theory and Mathematics 1 works
  9. 9 Traffic control and management Control and Systems Engineering 1 works
  10. 10 Robotic Path Planning Algorithms Computer Vision and Pattern Recognition 1 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 available13.3%not open86.7%

World: 28% of research is openly available.

with international co-authors31.4%domestic only68.6%

World: 19% is written across borders.

How has General Motors (Canada)'s research output changed?

Output in 2018–2022 was 211% 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 Oshawa

All research institutions in Oshawa

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.