Research in Chandigarh
Science Explorer records 15 research institutions in Chandigarh, India. The highest-ranked on research quality in 2022–2025 are Chitkara University, Panjab University and Post Graduate Institute of Medical Education and Research.
- Research institutions
- 15 9 of them ranked worldwide
- Research works
- 73k ▲ 61% vs 2013–17
- Top-10% rate, 2022–2025
- 15.4% record average 16.5%
A city carries no overall standing here. The composite 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?
By fractional works over the whole record; world rank on research quality in 2022–2025. 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.
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.
Which keywords describe research in Chandigarh?
By fractional works in 2022–2025, 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.
- MRI
- Classification Models
- Medical Diagnosis
- Privacy
- Anomaly Detection
- Medical Image Analysis
- Big Data Analytics
- Classification
- Crop Yield Prediction
- Smart Farming
- IoT Security
- Security
- Feature Extraction
- Oxidative Stress
- Treatment
- Neural Networks
- Inflammation
- Internet of Things
- Healthcare
- Machine Learning
- Deep Learning
- Epidemiology
- Convolutional Neural Networks
- Wireless Sensor Networks
- Image Processing
- Environmental Monitoring
- Artificial Intelligence
- Medical Imaging
- Diagnosis
- Data Mining
- Nanoparticles
- Internet of Things (IoT)
- Plant Disease Detection
- Smart Cities
- Transfer Learning
- Cybersecurity
- Feature Selection
- Security and Privacy
- Logistic Regression
- Heart Disease Prediction
Size is fractional works in 2022–2025 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 Learning2,459▲ 3.3×84 topics
- Machine Learning2,116▲ 3.0×94 topics
- Epidemiology1,394▲ 1.61×133 topics
- Healthcare705▲ 2.9×29 topics
- Convolutional Neural Networks613▲ 3.8×14 topics
- Internet of Things596▲ 3.1×28 topics
- Wireless Sensor Networks596▲ 6.0×23 topics
- Inflammation585▲ 1.28×83 topics
- Image Processing538▲ 5.6×14 topics
- Neural Networks508▲ 1.51×41 topics
- Environmental Monitoring484▲ 5.8×16 topics
- Treatment480▲ 1.81×52 topics
- Artificial Intelligence476▲ 1.59×56 topics
- Oxidative Stress464▲ 1.30×63 topics
- Medical Imaging448▲ 4.0×9 topics
- Feature Extraction445▲ 4.4×10 topics
- Diagnosis444▲ 2.2×41 topics
- Security441▲ 3.1×25 topics
- Data Mining436▲ 2.7×21 topics
- IoT Security404▲ 5.8×3 topics
- Nanoparticles402▲ 1.46×44 topics
- Smart Farming394▲ 16×2 topics
- Internet of Things (IoT)358▲ 14×3 topics
- Crop Yield Prediction357▲ 16×1 topic
- Plant Disease Detection357▲ 16×1 topic
- Classification351▲ 3.5×13 topics
- Smart Cities289▲ 5.1×8 topics
- Big Data Analytics278▲ 5.9×5 topics
- Transfer Learning273▲ 6.4×3 topics
- Medical Image Analysis254▲ 6.2×4 topics
- Cybersecurity253▲ 4.8×6 topics
- Anomaly Detection251▲ 3.9×5 topics
- Feature Selection247▲ 5.1×6 topics
- Privacy245▲ 3.8×8 topics
- Security and Privacy204▲ 4.9×3 topics
- Medical Diagnosis171▲ 8.2×2 topics
- Logistic Regression171▲ 8.1×2 topics
- Classification Models168▲ 8.5×1 topic
- Heart Disease Prediction168▲ 8.5×1 topic
- MRI156▲ 8.5×2 topics
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.