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City · India

Research in Mandi

Science Explorer records 2 research institutions in Mandi, India. The highest-ranked on research quality in 2022–2025 are Indian Institute of Technology Mandi and National Institute of Technology Hamirpur.

Research institutions
2
2 of them ranked worldwide
Research works
9.9k
▲ 101% vs 2013–17
Top-10% rate, 2022–2025
17.7%
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 Mandi?

#InstitutionWorksAgainst the largest hereWorld rank
1National Institute of Technology HamirpurUniversity 5,070 #2,344
2Indian Institute of Technology MandiUniversity 4,795 #1,760

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 Mandi strongest at in research?

Relative to its size, research in Mandi is most concentrated in Modeling and Simulation, Civil and Structural Engineering and Condensed Matter Physics (4.2× the world share in Modeling and Simulation).

  1. Modeling and SimulationSubfield · 23.3 works4.2×
  2. Civil and Structural EngineeringSubfield · 191.0 works4.1×
  3. Condensed Matter PhysicsSubfield · 25.9 works4.1×
  4. Electronic, Optical and Magnetic MaterialsSubfield · 73.4 works4.1×
  5. Electrical and Electronic EngineeringSubfield · 508.1 works3.6×
  6. Computer Networks and CommunicationsSubfield · 116.1 works3.3×
← 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 Mandi?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Deep Learning, Heat Transfer, Machine Learning, Nanomaterials, Neural Networks, Renewable Energy, Power Electronics and Renewable Energy Integration.

▲ 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 Learning293▲ 2.2×73 topics
  2. Machine Learning211▲ 1.64×76 topics
  3. Neural Networks135▲ 2.2×34 topics
  4. Renewable Energy130▲ 2.3×41 topics
  5. Nanomaterials129▲ 3.1×19 topics
  6. Heat Transfer109▲ 5.6×19 topics
  7. Energy Efficiency98▲ 2.6×31 topics
  8. Biomedical Applications95▲ 2.0×32 topics
  9. Graphene90▲ 3.3×11 topics
  10. Remote Sensing90▲ 1.85×27 topics
  11. Mechanical Properties88▲ 2.3×31 topics
  12. Nanoparticles81▲ 1.65×42 topics
  13. Power Electronics76▲ 5.8×8 topics
  14. Nanocomposites76▲ 2.4×21 topics
  15. Renewable Energy Integration76▲ 5.7×5 topics
  16. Nanostructures70▲ 4.4×14 topics
  17. Energy Storage67▲ 2.6×11 topics
  18. Convolutional Neural Networks65▲ 2.3×14 topics
  19. Thermal Management62▲ 4.7×6 topics
  20. Solar Energy60▲ 4.8×5 topics
  21. Water Splitting58▲ 4.0×4 topics
  22. Semiconductor56▲ 4.2×7 topics
  23. Artificial Neural Networks54▲ 2.9×10 topics
  24. Optimization54▲ 3.0×20 topics
  25. Electric Vehicles53▲ 4.5×4 topics
  26. Smart Grid52▲ 3.5×8 topics
  27. Visible Light50▲ 5.5×3 topics
  28. Experimental Investigation49▲ 12×4 topics
  29. Semiconductors49▲ 4.0×4 topics
  30. Applications45▲ 4.2×8 topics
  31. Nonlinear Dynamics45▲ 5.2×8 topics
  32. Nanocrystals44▲ 4.1×5 topics
  33. Sensor Networks43▲ 4.4×5 topics
  34. Hydrogen Production43▲ 4.0×4 topics
  35. Electronic Structure42▲ 6.0×8 topics
  36. CO2 Reduction40▲ 4.7×2 topics
  37. Thermal Conductivity39▲ 6.4×8 topics
  38. Smart Grid Applications37▲ 7.3×2 topics
  39. Synchronization35▲ 7.3×4 topics
  40. Energy Storage Systems35▲ 6.3×2 topics

What research is done in Mandi?

Advanced Photocatalysis …36Advanced Photocatalysis Techniques: 36 fractional worksAdvanced Battery Technol…28Advanced Battery Technologies Research: 28 fractional worksMicrogrid Control and Optimization: 26 fractional worksNanofluid Flow and Heat Transfer: 26 fractional worksAdvancements in Semiconductor Devices and Circuit Design: 22 fractional worksSemiconductor materials and devices: 21 fractional worksGeotechnical Engineering and Underground Structures: 21 fractional worksLandslides and related h…21Landslides and related hazards: 21 fractional worksGas Sensing Nanomaterials and Sensors: 20 fractional worksHeat Transfer Mechanisms: 20 fractional works
Renewable Energy, Sustainability and the EnvironmentAutomotive EngineeringControl and Systems EngineeringBiomedical Engineering4 others

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

  1. 1 Advanced Photocatalysis Techniques Renewable Energy, Sustainability and the Environment 36 works
  2. 2 Advanced Battery Technologies Research Automotive Engineering 28 works
  3. 3 Microgrid Control and Optimization Control and Systems Engineering 26 works
  4. 4 Nanofluid Flow and Heat Transfer Biomedical Engineering 26 works
  5. 5 Advancements in Semiconductor Devices and Circuit Design Electrical and Electronic Engineering 22 works
  6. 6 Semiconductor materials and devices Electrical and Electronic Engineering 21 works
  7. 7 Geotechnical Engineering and Underground Structures Civil and Structural Engineering 21 works
  8. 8 Landslides and related hazards Management, Monitoring, Policy and Law 21 works
  9. 9 Gas Sensing Nanomaterials and Sensors Electrical and Electronic Engineering 20 works
  10. 10 Heat Transfer Mechanisms Mechanical Engineering 20 works

Research output over time

1990200020102020
grewheldshrank

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