Concordia University
In research, Concordia University stands highest in Physical Sciences (#425 of 10,670 worldwide), Engineering (#248 of 5,901 worldwide) and Social Sciences (#582 of 9,585 worldwide), 2022-now. Relative to its size it is most specialised in Software, Computer Networks and Communications and Visual Arts and Performing Arts (Software is 8.7× its share of world research).
- World rank, 2022-now
- #551 of 22,385 · #772 all time
- Rank in Canada
- #18 of 305
- Research works
- 38k ▲ 3% vs 2018-21
- Citations
- 902k 23.5 per fractional work
- Top-10% rate
- 12.3% all institutions 10.0%
- vs its own fields
- 1.10× 1.00× is exactly expected
- Open access
- 23% world 40%
- International
- 22% world 18%
What is Concordia University known for in research?
The fields where it stands highest, 2022-now, ranked among every institution above the floor in each field.
| Field | World rank | Where that sits | Top-10% rate | Works | All time |
|---|---|---|---|---|---|
| Physical SciencesDomain | #425 of 10,670 | 11.9% | 3,654 | #661 | |
| EngineeringField | #248 of 5,901 | 12.2% | 1,727 | #354 | |
| Social SciencesDomain | #582 of 9,585 | 12.8% | 1,782 | #527 | |
| Computer ScienceField | #333 of 4,417 | 11.1% | 1,074 | #373 | |
| Social SciencesField | #648 of 5,988 | 12.6% | 807 | #522 | |
| Environmental ScienceField | #377 of 3,334 | 13.9% | 370 | #433 | |
| Health SciencesDomain | #1,124 of 9,902 | 16.5% | 365 | #1419 | |
| Electrical and Electronic EngineeringSubfield | #272 of 2,176 | 13.3% | 419 | #398 | |
| MedicineField | #1,234 of 8,541 | 15.6% | 258 | #1516 | |
| Arts and HumanitiesField | #329 of 1,896 | 12.8% | 287 | #439 |
Each strip is that field's whole ranked pool, with the notch where Concordia University 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 average mark, because the average differs by field (from about 6% in Dentistry to 21% in Economics).
Which of those standings moved
The same fields on both windows: where it stood over the whole record, and where it stands in 2022-now. The distance is the story, and it is the one thing the two rank columns above cannot show.
- Physical Sciences#661 #425
- Engineering#354 #248
- Social Sciences#527 #582
- Computer Science#373 #333
- Social Sciences#522 #648
- Environmental Science#433 #377
- Health Sciences#1,419 #1,124
- Electrical and Electronic Engineering#398 #272
- Medicine#1,516 #1,234
- Arts and Humanities#439 #329
A dot further right is a better standing. Fields it was not ranked in over the whole record are left out.
Which fields of science does Concordia University work in?
In 2022-now, 60% of research at Concordia University is in Physical Sciences, 29% in Social Sciences. Its largest fields are Engineering (28%), Computer Science (18%), Social Sciences (13%). 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 2022-now. 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 26 fields, with their numbers
- Physical Sciences4,03559.7%
- Engineering1,87827.8%
- Computer Science1,20817.9%
- Environmental Science4096.0%
- Materials Science1632.4%
- Physics and Astronomy931.4%
- Mathematics871.3%
- Energy721.1%
- Earth and Planetary Sciences600.9%
- Chemistry420.6%
- Chemical Engineering220.3%
- Social Sciences1,96029.0%
- Social Sciences88913.1%
- Psychology3314.9%
- Arts and Humanities3144.6%
- Business, Management and Accounting1812.7%
- Economics, Econometrics and Finance1462.2%
- Decision Sciences981.5%
- Health Sciences4025.9%
- Medicine2874.2%
- Health Professions1051.5%
- Nursing60.1%
- Dentistry30.0%
- Veterinary20.0%
- Life Sciences3635.4%
What does Concordia University specialise in?
Where its research is concentrated relative to its size: Software takes 8.7× the share of its output that it takes of world research.
- SoftwareSubfield · 38.0 works8.7×
- Computer Networks and CommunicationsSubfield · 279.4 works4.6×
- Visual Arts and Performing ArtsSubfield · 43.8 works3.9×
- Building and ConstructionSubfield · 158.9 works3.8×
- Control and Systems EngineeringSubfield · 220.2 works3.0×
- Signal ProcessingSubfield · 60.8 works3.0×
Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.
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: Computer Science, 2.3×. Every wedge is a field page.
All 26 fields, with their numbers
- Computer Science2.30×1,208 works
- Engineering1.85×1,878 works
- Arts and Humanities1.61×314 works
- Psychology1.61×331 works
- Decision Sciences1.50×98 works
- Neuroscience1.31×144 works
- Environmental Science1.22×409 works
- Energy1.17×72 works
- Mathematics1.10×87 works
- Social Sciences1.04×889 works
- Economics, Econometrics and Finance1.01×146 works
- Chemical Engineering0.95×22 works
- Business, Management and Accounting0.83×181 works
- Materials Science0.69×163 works
- Physics and Astronomy0.62×93 works
- Health Professions0.59×105 works
- Earth and Planetary Sciences0.57×60 works
- Chemistry0.39×42 works
- Biochemistry, Genetics and Molecular Biology0.37×135 works
- Agricultural and Biological Sciences0.23×73 works
- Medicine0.22×287 works
- Veterinary0.21×2 works
- Nursing0.18×6 works
- Pharmacology, Toxicology and Pharmaceutics0.12×3 works
- Immunology and Microbiology0.11×8 works
- Dentistry0.08×2 works
- Computer Science 2.3×
- Engineering 1.9×
- Arts and Humanities 1.6×
- Psychology 1.6×
- Decision Sciences 1.5×
- Neuroscience 1.3×
- Environmental Science 1.2×
- Energy 1.2×
- Mathematics 1.1×
- Social Sciences 1.0×
- Economics, Econometrics and Finance 1.0×
- Chemical Engineering 0.9×
- Business, Management and Accounting 0.8×
- Materials Science 0.7×
- Physics and Astronomy 0.6×
- Health Professions 0.6×
- Earth and Planetary Sciences 0.6×
- Chemistry 0.4×
- Biochemistry, Genetics and Molecular Biology 0.4×
- Agricultural and Biological Sciences 0.2×
- Medicine 0.2×
- Veterinary 0.2×
- Nursing 0.2×
- Pharmacology, Toxicology and Pharmaceutics 0.1×
- Immunology and Microbiology 0.1×
- Dentistry 0.1×
Who are the top researchers at Concordia University?
Ranked on the quality score, Krista Byers‐Heinlein, Roy A. Wise and Kim McDonough lead among researchers whose main affiliation is Concordia University.
- 1
Krista Byers‐Heinlein
Canada · #12,652 worldwide 5.9k citations · 241 works
- 2
Roy A. Wise
Canada · #40,888 worldwide 42k citations · 343 works
- 3
Kim McDonough
Canada · #49,292 worldwide 6.7k citations · 139 works
- 4
Ashlee J. Howarth
Canada · #53,833 worldwide 13k citations · 187 works
- 5
Fariborz Haghighat
Canada · #54,880 worldwide 26k citations · 467 works
- 6
H. Damon Matthews
Canada · #59,226 worldwide 18k citations · 263 works
- 7
John A. Capobianco
Canada · #62,648 worldwide 17k citations · 200 works
- 8
Emad Shihab
Canada · #66,044 worldwide 7.6k citations · 249 works
- 9
Virginia B. Penhune
Canada · #77,978 worldwide 16k citations · 152 works
- 10
Michel Laroche
Canada · #86,100 worldwide 18k citations · 269 works
Which keywords describe research at Concordia University?
By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Neural Networks, Artificial Neural Networks, Energy Efficiency, IoT Security, Anomaly Detection and Thermal Comfort.
- False Data Injection Attacks
- CFD Simulation
- Turbulent Flow
- Wireless Networks
- Security and Privacy
- Distributed Systems
- Building Energy Consumption
- Climate Change Impact
- Privacy
- Ethics
- Thermal Comfort
- Mechanical Properties
- Anomaly Detection
- IoT Security
- Security
- Environmental Impact
- Renewable Energy
- Globalization
- Sustainability
- Machine Learning
- Deep Learning
- Neural Networks
- Climate Change
- Energy Efficiency
- Artificial Neural Networks
- Convolutional Neural Networks
- Identity
- Smart Grid
- Internet of Things
- Model Predictive Control
- Nationalism
- Gender
- 5G Networks
- Energy Simulation
- Sustainable Buildings
- Nonlinear Systems
- Multi-Agent Systems
- Wireless Communications
- Attack Detection
- Communication Networks
Size is fractional works in 2022-now 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 40 words are chosen for being large and distinctive. Each links to the topic it comes from most.
All 40 words, with their numbers
- Deep Learning564▲ 2.4×78 topics
- Machine Learning418▲ 1.86×85 topics
- Neural Networks266▲ 2.5×38 topics
- Sustainability187◆ 1.13×82 topics
- Climate Change182◆ 0.99×88 topics
- Globalization174▲ 1.31×100 topics
- Energy Efficiency170▲ 2.7×31 topics
- Renewable Energy163▲ 1.67×41 topics
- Artificial Neural Networks144▲ 4.7×10 topics
- Environmental Impact124◆ 1.07×47 topics
- Convolutional Neural Networks116▲ 2.4×14 topics
- Security110▲ 2.4×22 topics
- Identity107▲ 2.2×55 topics
- IoT Security102▲ 4.9×3 topics
- Smart Grid100▲ 4.1×10 topics
- Anomaly Detection99▲ 5.1×5 topics
- Internet of Things96▲ 1.65×20 topics
- Mechanical Properties96▲ 1.44×34 topics
- Model Predictive Control93▲ 5.4×6 topics
- Thermal Comfort81▲ 9.3×2 topics
- Nationalism81▲ 2.7×27 topics
- Ethics77▲ 2.2×43 topics
- Gender74▲ 2.0×42 topics
- Privacy70▲ 3.6×8 topics
- 5G Networks68▲ 5.0×5 topics
- Climate Change Impact63▲ 4.1×5 topics
- Energy Simulation60▲ 9.9×2 topics
- Building Energy Consumption59▲ 11×1 topic
- Sustainable Buildings59▲ 11×1 topic
- Distributed Systems55▲ 4.7×6 topics
- Nonlinear Systems53▲ 3.6×8 topics
- Security and Privacy53▲ 4.2×3 topics
- Multi-Agent Systems53▲ 4.1×6 topics
- Wireless Networks53▲ 5.2×9 topics
- Wireless Communications50▲ 4.3×5 topics
- Turbulent Flow50▲ 6.2×4 topics
- Attack Detection45▲ 9.9×2 topics
- CFD Simulation45▲ 5.8×4 topics
- Communication Networks42▲ 11×1 topic
- False Data Injection Attacks42▲ 11×1 topic
Which research topics does Concordia University publish most on?
By volume in 2022-now: Building Energy and Comfort Optimization, Smart Grid Security and Resilience, Network Security and Intrusion Detection and IoT and Edge/Fog Computing.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Building Energy and Comfort Optimization Building and Construction 59 works
- 2 Smart Grid Security and Resilience Control and Systems Engineering 42 works
- 3 Network Security and Intrusion Detection Computer Networks and Communications 41 works
- 4 IoT and Edge/Fog Computing Computer Networks and Communications 35 works
- 5 Software Engineering Research Information Systems 34 works
- 6 Wind and Air Flow Studies Environmental Engineering 34 works
- 7 Smart Grid Energy Management Electrical and Electronic Engineering 29 works
- 8 Software System Performance and Reliability Computer Networks and Communications 28 works
- 9 Antenna Design and Analysis Aerospace Engineering 28 works
- 10 Anomaly Detection Techniques and Applications Artificial Intelligence 27 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 Concordia University's research output changed?
Output in 2022-2025 was 3% 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 Concordia University as a percentage of every work published that year, 0.029% in 2024.
Fractional works of Concordia University over all fractional works that year. How the balance of science has shifted.
How much of it reaches the world top 10%
Year by year, against all institutions in the same year.
Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 14.3% in 2011.
Other research institutions in Montreal
- McGill University
- Université de Montréal
- Université du Québec à Montréal
- Polytechnique Montréal
- CAE (Canada)
- HEC Montréal
- Hydro-Québec
- World Federation of Science Journalists
Compare Concordia University with
- vs
Universitat Politècnica de València
- vs
University of Montana
- vs
University of Missouri
- vs
Indian Institute of Technology Bombay
- vs
Universidad de Oviedo
- vs
Samsung (South Korea)
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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