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City · India

Research in Ambāla

Science Explorer records 1 research institutions in Ambāla, India. The highest-ranked on research quality in 2022–2025 are Maharishi Markandeshwar University, Mullana.

Research institutions
1
1 of them ranked worldwide
Research works
4.8k
▲ 142% vs 2013–17
Top-10% rate, 2022–2025
14.4%
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 Ambāla?

#InstitutionWorksAgainst the largest hereWorld rank
1Maharishi Markandeshwar University, MullanaUniversity 4,834 #1,854

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.

What is Ambāla strongest at in research?

Relative to its size, research in Ambāla is most concentrated in Health Information Management (5.4× the world share in Health Information Management).

  1. Health Information ManagementSubfield · 31.0 works5.4×
← 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 Ambāla?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Healthcare, Epidemiology, Internet of Things, Big Data Analytics, Wireless Sensor Networks and Feature Selection.

▲ 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 Learning195▲ 2.5×67 topics
  2. Machine Learning194▲ 2.6×76 topics
  3. Epidemiology137▲ 1.54×121 topics
  4. Healthcare93▲ 3.7×17 topics
  5. Internet of Things75▲ 3.8×21 topics
  6. Inflammation66▲ 1.42×73 topics
  7. Artificial Intelligence64▲ 2.1×37 topics
  8. Nanoparticles63▲ 2.2×32 topics
  9. Oxidative Stress57▲ 1.55×55 topics
  10. Supply Chain Management56▲ 2.7×18 topics
  11. COVID-1953▲ 1.74×25 topics
  12. Wireless Sensor Networks53▲ 5.2×16 topics
  13. Neural Networks51▲ 1.47×27 topics
  14. Big Data50▲ 2.5×23 topics
  15. Data Mining49▲ 2.9×15 topics
  16. Security48▲ 3.3×18 topics
  17. Big Data Analytics44▲ 9.2×4 topics
  18. Antioxidant44▲ 2.9×46 topics
  19. Nanomaterials43▲ 1.82×16 topics
  20. Convolutional Neural Networks40▲ 2.5×13 topics
  21. Environmental Monitoring39▲ 4.6×14 topics
  22. Feature Selection37▲ 7.4×6 topics
  23. Medical Imaging36▲ 3.1×7 topics
  24. Smart Cities35▲ 6.0×7 topics
  25. Image Processing34▲ 3.5×12 topics
  26. IoT Security33▲ 4.5×3 topics
  27. Cloud Computing29▲ 4.7×8 topics
  28. Medical Diagnosis28▲ 13×2 topics
  29. Classification Models28▲ 14×1 topic
  30. Heart Disease Prediction28▲ 14×1 topic
  31. Privacy28▲ 4.2×8 topics
  32. Smart Farming27▲ 11×2 topics
  33. Antimicrobial25▲ 4.0×13 topics
  34. Internet of Things (IoT)24▲ 9.7×2 topics
  35. Crop Yield Prediction24▲ 10×1 topic
  36. Plant Disease Detection24▲ 10×1 topic
  37. Green Synthesis24▲ 5.5×4 topics
  38. Fuzzy Sets22▲ 17×2 topics
  39. Anticancer Agents21▲ 6.2×11 topics
  40. Edge Computing20▲ 7.1×2 topics

What research is done in Ambāla?

Artificial Intelligence in Healthcare: 28 fractional worksSmart Agriculture and AI: 24 fractional worksIoT and Edge/Fog Computing: 18 fractional worksBlockchain Technology Ap…18Blockchain Technology Applications and Security: 18 fractional worksFixed Point Theorems Analysis: 17 fractional worksMulti-Criteria Decision Making: 16 fractional worksNanoparticles: synthesis…15Nanoparticles: synthesis and applications: 15 fractional worksCOVID-19 diagnosis using AI: 14 fractional worksDigital Marketing and Social Media: 11 fractional worksCloud Computing and Reso…10Cloud Computing and Resource Management: 10 fractional works
Health Information ManagementPlant ScienceComputer Networks and CommunicationsInformation Systems5 others

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

  1. 1 Artificial Intelligence in Healthcare Health Information Management 28 works
  2. 2 Smart Agriculture and AI Plant Science 24 works
  3. 3 IoT and Edge/Fog Computing Computer Networks and Communications 18 works
  4. 4 Blockchain Technology Applications and Security Information Systems 18 works
  5. 5 Fixed Point Theorems Analysis Geometry and Topology 17 works
  6. 6 Multi-Criteria Decision Making Management Science and Operations Research 16 works
  7. 7 Nanoparticles: synthesis and applications Materials Chemistry 15 works
  8. 8 COVID-19 diagnosis using AI Radiology, Nuclear Medicine and Imaging 14 works
  9. 9 Digital Marketing and Social Media Sociology and Political Science 11 works
  10. 10 Cloud Computing and Resource Management Information Systems 10 works

Research output over time

2005201020152020
grewheldshrank

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