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City · India

Research in Patiāla

Science Explorer records 8 research institutions in Patiāla, India. The highest-ranked on research quality in 2022–2025 are Thapar Institute of Engineering & Technology, Punjabi University and Government Medical College.

Research institutions
8
7 of them ranked worldwide
Research works
23k
▲ 28% vs 2013–17
Top-10% rate, 2022–2025
15.8%
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 Patiāla?

#InstitutionWorksAgainst the largest hereWorld rank
1Thapar Institute of Engineering & TechnologyUniversity 10,714 #1,549
2Punjabi UniversityUniversity 8,445 #3,063
3Government Medical CollegeUniversity 1,933 #12,489
4Gian Sagar Medical College and HospitalUniversity 497 #21,739 all time
5Rajendra HospitalHospital / health system 483 #22,348
6Netaji Subhas National Institute of SportsGovernment institution 435 #26,114
7Gian Sagar Dental College and HospitalUniversity 260 #26,921
8Rajiv Gandhi National University of LawUniversity 227 #27,880

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.

Thapar Institute of Engineering & Technology: 46.6%Punjabi University: 36.7%Government Medical College: 8.4%Gian Sagar Medical College and Hospital: 2.2%4 others listed: 6.1%47%largest
Thapar Institute of Engineering & Technology11k · 46.6%Punjabi University8,445 · 36.7%Government Medical College1,933 · 8.4%Gian Sagar Medical College and Hospital497 · 2.2%4 others listed1,405 · 6.1%

Shares of the rows listed above, not of the whole node.

What is Patiāla strongest at in research?

Relative to its size, research in Patiāla is most concentrated in Ceramics and Composites, Numerical Analysis and Nuclear and High Energy Physics (5.5× the world share in Ceramics and Composites).

  1. Ceramics and CompositesSubfield · 23.4 works5.5×
  2. Numerical AnalysisSubfield · 21.4 works4.1×
  3. Nuclear and High Energy PhysicsSubfield · 55.1 works2.9×
  4. Computer Vision and Pattern RecognitionSubfield · 214.6 works2.8×
  5. Computer Networks and CommunicationsSubfield · 143.5 works2.7×
  6. Signal ProcessingSubfield · 48.5 works2.6×
  7. Media TechnologySubfield · 44.9 works2.4×
← less than its size predicts1×more →

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 Patiāla?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Machine Learning, Convolutional Neural Networks, Neural Networks, Mechanical Properties, Healthcare, Security and Internet of Things.

▲ 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 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
  1. Deep Learning576▲ 2.8×80 topics
  2. Machine Learning440▲ 2.2×88 topics
  3. Epidemiology177▼ 0.74×120 topics
  4. Neural Networks175▲ 1.87×38 topics
  5. Sustainability148◆ 1.00×64 topics
  6. Convolutional Neural Networks142▲ 3.2×14 topics
  7. Healthcare139▲ 2.0×23 topics
  8. Mechanical Properties134▲ 2.3×33 topics
  9. Nanomaterials125▲ 1.95×18 topics
  10. Internet of Things120▲ 2.3×25 topics
  11. Energy Efficiency116▲ 2.0×32 topics
  12. Nanoparticles110▲ 1.45×42 topics
  13. Environmental Impact109◆ 1.06×46 topics
  14. Security109▲ 2.8×23 topics
  15. Supply Chain Management102▲ 1.80×20 topics
  16. Biomedical Applications100▲ 1.39×34 topics
  17. Graphene95▲ 2.3×11 topics
  18. Wireless Sensor Networks91▲ 3.3×20 topics
  19. Feature Extraction84▲ 3.0×10 topics
  20. Image Processing83▲ 3.1×12 topics
  21. IoT Security82▲ 4.2×3 topics
  22. Classification80▲ 2.9×13 topics
  23. Nanocomposites78▲ 1.59×20 topics
  24. Microstructure76▲ 2.4×17 topics
  25. Medical Imaging76▲ 2.4×9 topics
  26. Data Mining73▲ 1.61×21 topics
  27. Environmental Monitoring70▲ 3.1×13 topics
  28. Privacy65▲ 3.6×7 topics
  29. IoT56▲ 2.5×16 topics
  30. Smart Cities56▲ 3.6×6 topics
  31. Carbon Nanotubes56▲ 2.7×8 topics
  32. Renewable Energy Integration54▲ 2.6×5 topics
  33. Security and Privacy53▲ 4.6×3 topics
  34. Applications50▲ 3.0×8 topics
  35. 5G Networks49▲ 4.0×5 topics
  36. Medical Image Analysis45▲ 4.0×4 topics
  37. Wireless Communications45▲ 4.2×5 topics
  38. Security Analysis45▲ 4.3×4 topics
  39. Metamaterial36▲ 6.2×2 topics
  40. Fuzzy Sets33▲ 9.6×2 topics

What research is done in Patiāla?

Blockchain Technology Ap…37Blockchain Technology Applications and Security: 37 fractional worksIoT and Edge/Fog Computing34IoT and Edge/Fog Computing: 34 fractional worksAntenna Design and Analysis: 33 fractional worksSmart Agriculture and AI30Smart Agriculture and AI: 30 fractional worksMulti-Criteria Decision Making: 30 fractional worksNetwork Security and Intrusion Detection: 29 fractional worksAdvanced Photocatalysis Techniques: 29 fractional worksAdditive Manufacturing a…26Additive Manufacturing and 3D Printing Technologies: 26 fractional worksTechnology Adoption and User Behaviour: 26 fractional worksConcrete and Cement Materials Research: 24 fractional works
Information SystemsComputer Networks and CommunicationsAerospace EngineeringPlant Science5 others

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

  1. 1 Blockchain Technology Applications and SecurityInformation Systems 37 works
  2. 2 IoT and Edge/Fog ComputingComputer Networks and Communications 34 works
  3. 3 Antenna Design and AnalysisAerospace Engineering 33 works
  4. 4 Smart Agriculture and AIPlant Science 30 works
  5. 5 Multi-Criteria Decision MakingManagement Science and Operations Research 30 works
  6. 6 Network Security and Intrusion DetectionComputer Networks and Communications 29 works
  7. 7 Advanced Photocatalysis TechniquesRenewable Energy, Sustainability and the Environment 29 works
  8. 8 Additive Manufacturing and 3D Printing TechnologiesAutomotive Engineering 26 works
  9. 9 Technology Adoption and User BehaviourInformation Systems and Management 26 works
  10. 10 Concrete and Cement Materials ResearchCivil and Structural Engineering 24 works

Research output over time

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more.