Research in Chandigarh
Science Explorer records 9 research institutions in Chandigarh, India. The highest-ranked on research quality in 2022-now are Chitkara University, Panjab University and Punjab Engineering College.
- Research institutions
- 9 5 of them ranked worldwide
- Research works
- 73k ▲ 39% vs 2018-21
- Citations
- 1M 14.2 per fractional work, all time
- Top-10% rate, 2022-now
- 15.4% all institutions 10.0%
- Active span
- 1950-2026 77 years on the record
A city carries no overall standing here. The quality score is built for institutions and countries, the units its floors and field normalisation were designed around. An empty rank on this page is a statement about the measure, not about the place.
Which research institutions are in Chandigarh?
| # | Institution | Works | Against the largest here | World rank |
|---|---|---|---|---|
| 1 | Post Graduate Institute of Medical Education and ResearchUniversity | 31,964 | #14,380 | |
| 2 | Panjab UniversityUniversity | 20,137 | #2,909 | |
| 3 | Chitkara UniversityUniversity | 10,909 | #2,887 | |
| 4 | Punjab Engineering CollegeUniversity | 4,106 | #4,801 | |
| 5 | National Institute of Technical Teachers Training and ResearchUniversity | 1,655 | #7,193 | |
| 6 | Grewal Eye InstituteResearch facility | 34 | not ranked | |
| 7 | Punjab State Council for Science & TechnologyGovernment institution | 22 | not ranked | |
| 8 | Advenio TecnoSys (India)Company | 3 | not ranked | |
| 9 | Kuantum Papers (India)Company | 1 | not ranked |
By fractional works over the whole record; world rank on research quality in 2022-now. Bars are scaled to the largest institution in this city, not to anything off the page.
How concentrated the city is
The same institutions as shares of everything the list accounts for. A city that is one university and a city that is twelve read alike as a table and not at all alike here.
Shares of the rows listed above, not of the whole node.
Which fields of science does Chandigarh work in?
In 2022-now, 40% of research in Chandigarh is in Physical Sciences, 34% in Health Sciences. Its largest fields are Medicine (30%), Engineering (14%), Computer Science (13%). It does 1.5× the world's share of Health 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 city does than the world.
Its 4 domains and 26 fields, with their numbers
- Physical Sciences9,69539.9%
- Engineering3,48114.3%
- Computer Science3,23013.3%
- Materials Science9403.9%
- Environmental Science7162.9%
- Chemistry5662.3%
- Physics and Astronomy2331.0%
- Energy1890.8%
- Mathematics1410.6%
- Earth and Planetary Sciences1330.5%
- Chemical Engineering660.3%
- Health Sciences8,24833.9%
- Medicine7,36830.3%
- Health Professions5322.2%
- Dentistry1800.7%
- Nursing1290.5%
- Veterinary390.2%
- Life Sciences3,88616.0%
- Social Sciences2,48710.2%
- Social Sciences7553.1%
- Business, Management and Accounting5352.2%
- Psychology5162.1%
- Economics, Econometrics and Finance2691.1%
- Decision Sciences2130.9%
- Arts and Humanities2000.8%
What is Chandigarh strongest at in research?
Relative to its size, research in Chandigarh is most concentrated in Analytical Chemistry, Health Information Management and Neurology (3.4× the world share in Analytical Chemistry).
- Analytical ChemistrySubfield · 143.0 works3.4×
- Health Information ManagementSubfield · 188.4 works3.4×
- NeurologySubfield · 190.9 works3.1×
- Pharmaceutical ScienceSubfield · 72.4 works3.1×
- OphthalmologySubfield · 176.9 works3.0×
- Computer Networks and CommunicationsSubfield · 570.1 works2.9×
- Signal ProcessingSubfield · 176.5 works2.7×
Location quotient against the world baseline. Inside a single field a city is a meaningful unit, which is why this is where a city is measured at all.
The whole field profile
All 26 fields at once: above the ring is more than a place this size would be expected to do. A specialist and a generalist produce the same ranked list and a completely different shape.
Rings at 0.5×, 1× and 2×. Widest outward: Pharmacology, Toxicology and Pharmaceutics, 2.1×. Every wedge is a field page.
All 26 fields, with their numbers
- Pharmacology, Toxicology and Pharmaceutics2.06×159 works
- Computer Science1.77×3,013 works
- Medicine1.56×6,550 works
- Chemistry1.51×518 works
- Dentistry1.48×157 works
- Immunology and Microbiology1.34×296 works
- Neuroscience1.29×459 works
- Biochemistry, Genetics and Molecular Biology1.21×1,412 works
- Agricultural and Biological Sciences1.11×1,154 works
- Nursing1.11×119 works
- Materials Science1.10×839 works
- Veterinary1.08×32 works
- Engineering0.97×3,186 works
- Decision Sciences0.90×191 works
- Health Professions0.84×484 works
- Energy0.83×167 works
- Chemical Engineering0.77×59 works
- Business, Management and Accounting0.70×492 works
- Psychology0.67×447 works
- Environmental Science0.59×639 works
- Economics, Econometrics and Finance0.52×246 works
- Mathematics0.50×130 works
- Physics and Astronomy0.44×212 works
- Earth and Planetary Sciences0.34×117 works
- Arts and Humanities0.27×170 works
- Social Sciences0.23×647 works
Which keywords describe research in Chandigarh?
By fractional works in 2022-now, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Epidemiology, Wireless Sensor Networks, Image Processing, Convolutional Neural Networks, Healthcare and Environmental Monitoring.
- Heart Disease Prediction
- Medical Diagnosis
- Security and Privacy
- Feature Selection
- Medical Image Analysis
- Transfer Learning
- Smart Cities
- Crop Yield Prediction
- Internet of Things (IoT)
- Smart Farming
- Data Mining
- Feature Extraction
- Security
- Environmental Monitoring
- Artificial Intelligence
- Treatment
- Wireless Sensor Networks
- Convolutional Neural Networks
- Healthcare
- Machine Learning
- Deep Learning
- Epidemiology
- Inflammation
- Internet of Things
- Image Processing
- Neural Networks
- Oxidative Stress
- Diagnosis
- Medical Imaging
- Nanoparticles
- IoT Security
- Biomedical Applications
- Classification
- Plant Disease Detection
- Big Data Analytics
- Cybersecurity
- Anomaly Detection
- Privacy
- Logistic Regression
- Classification Models
Size is fractional works in 2022-now in the topics tagged with each word; colour is the word's share of this city'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 Learning2,614▲ 3.1×84 topics
- Machine Learning2,266▲ 2.8×96 topics
- Epidemiology1,555▲ 1.60×133 topics
- Healthcare760▲ 2.7×32 topics
- Inflammation672▲ 1.30×83 topics
- Convolutional Neural Networks658▲ 3.7×14 topics
- Internet of Things637▲ 3.1×28 topics
- Wireless Sensor Networks628▲ 5.8×23 topics
- Image Processing567▲ 5.4×14 topics
- Treatment543▲ 1.84×52 topics
- Neural Networks540▲ 1.44×41 topics
- Artificial Intelligence529▲ 1.53×56 topics
- Oxidative Stress521▲ 1.30×63 topics
- Environmental Monitoring511▲ 5.5×17 topics
- Diagnosis493▲ 2.2×41 topics
- Security480▲ 3.0×25 topics
- Medical Imaging476▲ 3.7×9 topics
- Feature Extraction471▲ 4.3×10 topics
- Nanoparticles466▲ 1.52×44 topics
- Data Mining455▲ 2.5×23 topics
- IoT Security419▲ 5.6×3 topics
- Smart Farming412▲ 15×2 topics
- Biomedical Applications411▲ 1.43×36 topics
- Internet of Things (IoT)374▲ 13×3 topics
- Classification374▲ 3.4×13 topics
- Crop Yield Prediction373▲ 15×1 topic
- Plant Disease Detection373▲ 15×1 topic
- Smart Cities317▲ 4.9×8 topics
- Big Data Analytics295▲ 5.7×5 topics
- Transfer Learning288▲ 6.2×3 topics
- Cybersecurity274▲ 4.5×6 topics
- Medical Image Analysis272▲ 6.1×4 topics
- Anomaly Detection261▲ 3.7×5 topics
- Feature Selection258▲ 5.0×6 topics
- Privacy257▲ 3.7×8 topics
- Security and Privacy220▲ 4.8×3 topics
- Logistic Regression179▲ 7.9×2 topics
- Medical Diagnosis179▲ 8.0×2 topics
- Classification Models176▲ 8.3×1 topic
- Heart Disease Prediction176▲ 8.3×1 topic
What research is done in Chandigarh?
Area is fractional works; colour is the subfield each topic belongs to.
- 1 Smart Agriculture and AI Plant Science 357 works
- 2 Artificial Intelligence in Healthcare Health Information Management 168 works
- 3 Network Security and Intrusion Detection Computer Networks and Communications 158 works
- 4 IoT and Edge/Fog Computing Computer Networks and Communications 156 works
- 5 Blockchain Technology Applications and Security Information Systems 155 works
- 6 Brain Tumor Detection and Classification Neurology 148 works
- 7 AI in cancer detection Artificial Intelligence 147 works
- 8 COVID-19 diagnosis using AI Radiology, Nuclear Medicine and Imaging 120 works
- 9 Spectroscopy and Chemometric Analyses Analytical Chemistry 106 works
- 10 Advanced Malware Detection Techniques Signal Processing 91 works
Research output over time
The same series as a ribbon: one cell per year, darker for more.
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 16.6% in 2016.
Discussion
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