Edinburgh Napier University
In research, Edinburgh Napier University stands highest in Physical Sciences (#1,261 of 10,670 worldwide), Social Sciences (#1,357 of 9,585 worldwide) and Engineering (#959 of 5,901 worldwide), 2022-now. Relative to its size it is most specialised in Signal Processing, Computer Networks and Communications and Building and Construction (Signal Processing is 5.1× its share of world research).
- World rank, 2022-now
- #1,289 of 22,385 · #2,496 all time
- Rank in United Kingdom
- #86 of 862
- Research works
- 8.3k ▲ 34% vs 2018-21
- Citations
- 157k 18.8 per fractional work
- Top-10% rate
- 14.4% all institutions 10.0%
- vs its own fields
- 1.18× 1.00× is exactly expected
- Open access
- 46% world 40%
- International
- 23% world 18%
What is Edinburgh Napier 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 | #1,261 of 10,670 | 13.5% | 852 | #2968 | |
| Social SciencesDomain | #1,357 of 9,585 | 16.0% | 612 | #1776 | |
| EngineeringField | #959 of 5,901 | 15.0% | 325 | #2212 | |
| Computer ScienceField | #855 of 4,417 | 13.1% | 354 | #1230 | |
| Health SciencesDomain | #2,085 of 9,902 | 14.6% | 258 | #5357 | |
| Social SciencesField | #1,642 of 5,988 | 13.4% | 271 | #1844 | |
| MedicineField | #2,360 of 8,541 | 14.8% | 176 | #5561 | |
| Electrical and Electronic EngineeringSubfield | #710 of 2,176 | 16.4% | 80 | #1949 | |
| Arts and HumanitiesField | #744 of 1,896 | 19.6% | 70 | #1874 | |
| Life SciencesDomain | #2,595 of 6,403 | 13.4% | 80 | #5689 |
Each strip is that field's whole ranked pool, with the notch where Edinburgh Napier 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#2,968 #1,261
- Social Sciences#1,776 #1,357
- Engineering#2,212 #959
- Computer Science#1,230 #855
- Health Sciences#5,357 #2,085
- Social Sciences#1,844 #1,642
- Medicine#5,561 #2,360
- Electrical and Electronic Engineering#1,949 #710
- Arts and Humanities#1,874 #744
- Life Sciences#5,689 #2,595
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 Edinburgh Napier University work in?
In 2022-now, 48% of research at Edinburgh Napier University is in Physical Sciences, 34% in Social Sciences. Its largest fields are Computer Science (20%), Engineering (18%), Social Sciences (15%). It does 1.4× the world's share of Social 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 Sciences98047.6%
- Computer Science40819.8%
- Engineering36917.9%
- Environmental Science934.5%
- Materials Science351.7%
- Energy241.2%
- Earth and Planetary Sciences140.7%
- Physics and Astronomy110.5%
- Chemical Engineering90.4%
- Chemistry90.4%
- Mathematics90.4%
- Social Sciences69233.6%
- Social Sciences30114.6%
- Psychology1135.5%
- Business, Management and Accounting1045.1%
- Arts and Humanities773.7%
- Economics, Econometrics and Finance663.2%
- Decision Sciences311.5%
- Health Sciences29614.4%
- Medicine2019.7%
- Health Professions844.1%
- Nursing110.5%
- Veterinary10.0%
- Dentistry00.0%
- Life Sciences894.3%
What does Edinburgh Napier University specialise in?
Where its research is concentrated relative to its size: Signal Processing takes 5.1× the share of its output that it takes of world research.
- Signal ProcessingSubfield · 32.1 works5.1×
- Computer Networks and CommunicationsSubfield · 77.4 works4.2×
- Building and ConstructionSubfield · 43.7 works3.4×
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, 2.5×. Every wedge is a field page.
All 26 fields, with their numbers
- Computer Science2.55×408 works
- Psychology1.80×113 works
- Business, Management and Accounting1.58×104 works
- Health Professions1.55×84 works
- Decision Sciences1.53×30 works
- Economics, Econometrics and Finance1.49×66 works
- Arts and Humanities1.30×77 works
- Chemical Engineering1.28×9 works
- Energy1.27×24 works
- Engineering1.20×369 works
- Social Sciences1.16×301 works
- Nursing1.06×11 works
- Environmental Science0.91×93 works
- Neuroscience0.89×30 works
- Medicine0.51×201 works
- Materials Science0.49×35 works
- Earth and Planetary Sciences0.42×14 works
- Mathematics0.36×9 works
- Immunology and Microbiology0.32×7 works
- Veterinary0.29×1 works
- Pharmacology, Toxicology and Pharmaceutics0.28×2 works
- Chemistry0.27×9 works
- Agricultural and Biological Sciences0.26×26 works
- Physics and Astronomy0.23×11 works
- Biochemistry, Genetics and Molecular Biology0.22×25 works
- Dentistry0.03×0 works
- Computer Science 2.5×
- Psychology 1.8×
- Business, Management and Accounting 1.6×
- Health Professions 1.6×
- Decision Sciences 1.5×
- Economics, Econometrics and Finance 1.5×
- Arts and Humanities 1.3×
- Chemical Engineering 1.3×
- Energy 1.3×
- Engineering 1.2×
- Social Sciences 1.2×
- Nursing 1.1×
- Environmental Science 0.9×
- Neuroscience 0.9×
- Medicine 0.5×
- Materials Science 0.5×
- Earth and Planetary Sciences 0.4×
- Mathematics 0.4×
- Immunology and Microbiology 0.3×
- Veterinary 0.3×
- Pharmacology, Toxicology and Pharmaceutics 0.3×
- Chemistry 0.3×
- Agricultural and Biological Sciences 0.3×
- Physics and Astronomy 0.2×
- Biochemistry, Genetics and Molecular Biology 0.2×
- Dentistry 0.0×
Who are the top researchers at Edinburgh Napier University?
Ranked on the quality score, Luca Mora, Anna Min Du and Thanos Karatzias lead among researchers whose main affiliation is Edinburgh Napier University.
- 1
Luca Mora
United Kingdom · #26,840 worldwide 3.5k citations · 102 works
- 2
Anna Min Du
United Kingdom · #45,870 worldwide 3.2k citations · 131 works
- 3
Thanos Karatzias
United Kingdom · #182,977 worldwide 15k citations · 328 works
- 4
Grigorios Fountas
United Kingdom · #232,392 worldwide 2.7k citations · 108 works
- 5
Francesco Pomponi
United Kingdom · #242,283 worldwide 6.7k citations · 153 works
- 6
Mark Huxham
United Kingdom · #269,603 worldwide 7k citations · 136 works
- 7
Achille Fonzone
United Kingdom · #284,033 worldwide 2.7k citations · 111 works
- 8
Yanqing Lai
United Kingdom · #284,649 worldwide 2.1k citations · 57 works
- 9
Karen Diele
United Kingdom · #407,293 worldwide 7.3k citations · 96 works
- 10
Mark Deakin
United Kingdom · #414,501 worldwide 8.3k citations · 278 works
Which keywords describe research at Edinburgh Napier University?
By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, IoT Security, Internet of Things, Security Analysis, Security, Sustainability and Anomaly Detection.
- Metamaterial
- Edge Computing
- Permission Analysis
- Wireless Communications
- Behavioral Analysis
- Botnet Detection
- Security and Privacy
- 5G Networks
- Smart Cities
- Risk Management
- Anomaly Detection
- Social Media
- Artificial Intelligence
- Big Data
- Supply Chain Management
- Security
- Healthcare
- Neural Networks
- Internet of Things
- Machine Learning
- Deep Learning
- Sustainability
- IoT Security
- Renewable Energy
- Climate Change
- Mental Health
- Energy Efficiency
- Public Health
- Data Mining
- Security Analysis
- Cybersecurity
- Privacy
- Intrusion Detection
- Detection
- Network Security
- DDoS Attacks
- Dynamic Analysis
- Android Malware
- Mobile Edge Computing
- Fog Computing
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 Learning172▲ 2.4×77 topics
- Machine Learning145▲ 2.1×74 topics
- Sustainability78▲ 1.55×66 topics
- Internet of Things60▲ 3.4×21 topics
- IoT Security58▲ 9.2×3 topics
- Neural Networks57▲ 1.80×34 topics
- Renewable Energy57▲ 1.91×38 topics
- Healthcare56▲ 2.4×20 topics
- Climate Change54◆ 0.97×72 topics
- Security50▲ 3.6×19 topics
- Mental Health50▲ 1.69×35 topics
- Supply Chain Management49▲ 2.6×16 topics
- Energy Efficiency46▲ 2.4×30 topics
- Big Data46▲ 2.3×22 topics
- Public Health43▲ 1.42×35 topics
- Artificial Intelligence41▲ 1.39×34 topics
- Data Mining40▲ 2.6×14 topics
- Social Media40▲ 1.41×25 topics
- Security Analysis36▲ 10×4 topics
- Anomaly Detection35▲ 6.0×4 topics
- Cybersecurity31▲ 6.0×5 topics
- Risk Management30▲ 3.1×12 topics
- Privacy28▲ 4.8×6 topics
- Smart Cities27▲ 4.9×6 topics
- Intrusion Detection26▲ 8.8×3 topics
- 5G Networks26▲ 6.2×5 topics
- Detection25▲ 4.4×8 topics
- Security and Privacy23▲ 6.0×3 topics
- Network Security23▲ 8.7×2 topics
- Botnet Detection22▲ 9.3×1 topic
- DDoS Attacks22▲ 9.3×1 topic
- Behavioral Analysis21▲ 9.1×2 topics
- Dynamic Analysis20▲ 7.9×2 topics
- Wireless Communications20▲ 5.5×5 topics
- Android Malware19▲ 12×1 topic
- Permission Analysis19▲ 12×1 topic
- Mobile Edge Computing18▲ 5.7×2 topics
- Edge Computing17▲ 6.5×2 topics
- Fog Computing16▲ 6.9×1 topic
- Metamaterial16▲ 8.5×2 topics
Which research topics does Edinburgh Napier University publish most on?
By volume in 2022-now: Network Security and Intrusion Detection, Advanced Malware Detection Techniques, IoT and Edge/Fog Computing and Blockchain Technology Applications and Security.
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Network Security and Intrusion Detection Computer Networks and Communications 22 works
- 2 Advanced Malware Detection Techniques Signal Processing 19 works
- 3 IoT and Edge/Fog Computing Computer Networks and Communications 16 works
- 4 Blockchain Technology Applications and Security Information Systems 16 works
- 5 Antenna Design and Analysis Aerospace Engineering 15 works
- 6 Privacy-Preserving Technologies in Data Artificial Intelligence 11 works
- 7 Building Energy and Comfort Optimization Building and Construction 10 works
- 8 Digital Transformation in Industry Industrial and Manufacturing Engineering 10 works
- 9 Anomaly Detection Techniques and Applications Artificial Intelligence 9 works
- 10 Chaos-based Image/Signal Encryption Computer Vision and Pattern Recognition 9 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 Edinburgh Napier University's research output changed?
Output in 2022-2025 was 34% 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 Edinburgh Napier University as a percentage of every work published that year, 0.0081% in 2024.
Fractional works of Edinburgh Napier 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 16.0% in 2018.
Other research institutions in Edinburgh
- University of Edinburgh
- Heriot-Watt University
- Edinburgh College
- NHS Lothian
- Marine Scotland
- Queen Margaret University
- Scotland's Rural College
- Royal Observatory
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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