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City · India

Research in Vallam

Science Explorer records 2 research institutions in Vallam, India. The highest-ranked on research quality in 2022–2025 are Periyar Maniammai Institute of Science & Technology and PRIST University.

Research institutions
2
2 of them ranked worldwide
Research works
1.6k
▲ 23% vs 2013–17
Top-10% rate, 2022–2025
7.9%
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 Vallam?

#InstitutionWorksAgainst the largest hereWorld rank
1Periyar Maniammai Institute of Science & TechnologyUniversity 838 #12,081
2PRIST UniversityUniversity 810 #15,364

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 Vallam strongest at in research?

Relative to its size, research in Vallam is most concentrated in Computer Networks and Communications (5.3× the world share in Computer Networks and Communications).

  1. Computer Networks and CommunicationsSubfield · 23.8 works5.3×
← 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 Vallam?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Machine Learning, Deep Learning, Wireless Sensor Networks, Internet of Things, IoT, Environmental Monitoring, Security and Mechanical Properties.

▲ 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. Machine Learning59▲ 3.6×51 topics
  2. Deep Learning53▲ 3.1×51 topics
  3. Wireless Sensor Networks27▲ 12×16 topics
  4. Internet of Things23▲ 5.2×20 topics
  5. Healthcare19▲ 3.3×12 topics
  6. Mechanical Properties18▲ 3.7×23 topics
  7. IoT18▲ 9.4×14 topics
  8. Security18▲ 5.3×15 topics
  9. Nanoparticles17▲ 2.7×24 topics
  10. Environmental Monitoring16▲ 8.4×5 topics
  11. Renewable Energy16▲ 2.2×19 topics
  12. Environmental Impact14▲ 1.69×18 topics
  13. Nanomaterials14▲ 2.7×12 topics
  14. Image Processing14▲ 6.1×8 topics
  15. Energy Efficiency13▲ 2.8×22 topics
  16. Neural Networks13▲ 1.64×17 topics
  17. Artificial Intelligence12▲ 1.80×18 topics
  18. Data Mining12▲ 3.3×8 topics
  19. Smart Farming12▲ 21×2 topics
  20. Big Data Analytics12▲ 11×5 topics
  21. Supply Chain Management11▲ 2.4×10 topics
  22. Smart Cities11▲ 8.4×7 topics
  23. IoT Security10▲ 6.2×3 topics
  24. Microstructure10▲ 3.8×13 topics
  25. Internet of Things (IoT)9▲ 16×2 topics
  26. Anomaly Detection9▲ 5.9×4 topics
  27. Crop Yield Prediction9▲ 17×1 topic
  28. Cybersecurity9▲ 7.2×4 topics
  29. Plant Disease Detection9▲ 17×1 topic
  30. Synthesis8▲ 4.4×21 topics
  31. Cloud Computing8▲ 5.6×9 topics
  32. Antimicrobial8▲ 5.3×9 topics
  33. Cytotoxicity7▲ 9.9×8 topics
  34. Feature Selection6▲ 5.8×3 topics
  35. Smart Home6▲ 7.5×2 topics
  36. Data Aggregation6▲ 27×2 topics
  37. MAC Protocols6▲ 17×3 topics
  38. Security Analysis6▲ 7.2×4 topics
  39. Anticancer Agents6▲ 7.7×8 topics
  40. Sensors6▲ 8.8×4 topics

What research is done in Vallam?

Smart Agriculture and AI: 9 fractional worksArtificial Intelligence in Healthcare: 5 fractional worksEnergy Efficient Wireles…5Energy Efficient Wireless Sensor Networks: 5 fractional worksIoT-based Smart Home Sys…5IoT-based Smart Home Systems: 5 fractional worksNetwork Security and Intrusion Detection: 4 fractional worksNanoparticles: synthesis and applications: 4 fractional worksInternet of Things and AI4Internet of Things and AI: 4 fractional worksIoT and Edge/Fog Computing: 4 fractional worksAnomaly Detection Techniques and Applications: 4 fractional worksSmart Systems and Machin…3Smart Systems and Machine Learning: 3 fractional works
Plant ScienceHealth Information ManagementComputer Networks and CommunicationsElectrical and Electronic Engineering3 others

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

  1. 1 Smart Agriculture and AI Plant Science 9 works
  2. 2 Artificial Intelligence in Healthcare Health Information Management 5 works
  3. 3 Energy Efficient Wireless Sensor Networks Computer Networks and Communications 5 works
  4. 4 IoT-based Smart Home Systems Electrical and Electronic Engineering 5 works
  5. 5 Network Security and Intrusion Detection Computer Networks and Communications 4 works
  6. 6 Nanoparticles: synthesis and applications Materials Chemistry 4 works
  7. 7 Internet of Things and AI Information Systems 4 works
  8. 8 IoT and Edge/Fog Computing Computer Networks and Communications 4 works
  9. 9 Anomaly Detection Techniques and Applications Artificial Intelligence 4 works
  10. 10 Smart Systems and Machine Learning Computer Networks and Communications 3 works

Research output over time

1990200020102020
grewheldshrank

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