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Research in Mandi

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

Research institutions
2
2 of them ranked worldwide
Research works
9.9k
▲ 46% vs 2018-21
Citations
148k
15.0 per fractional work, all time
Top-10% rate, 2022-now
17.7%
all institutions 10.0%
Active span
1970-2026
57 years on the record
Mandi

A city carries no overall standing here. The quality 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 #2,616
2Indian Institute of Technology MandiUniversity 4,795 #1,789

By fractional works over the whole record; world rank on research quality in 2022-now. Bars are scaled to the largest institution in this city, not to anything off the page.

Which fields of science does Mandi work in?

In 2022-now, 81% of research in Mandi is in Physical Sciences, 7% in Social Sciences. Its largest fields are Engineering (39%), Computer Science (13%), Materials Science (9%). It does 2.1× the world's share of Physical Sciences.

Physical Sciences: 3,715 fractional works · 80.8% of its workEngineering: 1,803 fractional works · 39.2% of its workElectrical and Electronic Engineering: 557 fractional works · 12.1% of its workCivil and Structural Engineering: 217 fractional works · 4.7% of its workBiomedical Engineering: 207 fractional works · 4.5% of its workMechanical Engineering: 207 fractional works · 4.5% of its workControl and Systems Engineering: 127 fractional works · 2.8% of its workAerospace Engineering: 95 fractional works · 2.1% of its workMechanics of Materials: 87 fractional works · 1.9% of its workComputational Mechanics: 76 fractional works · 1.7% of its workAutomotive Engineering: 71 fractional works · 1.5% of its workBuilding and Construction: 53 fractional works · 1.2% of its workSafety, Risk, Reliability and Quality: 29 fractional works · 0.6% of its workOcean Engineering: 27 fractional works · 0.6% of its workIndustrial and Manufacturing Engineering: 26 fractional works · 0.6% of its workMedia Technology: 21 fractional works · 0.5% of its workComputer Science: 610 fractional works · 13.3% of its workArtificial Intelligence: 205 fractional works · 4.5% of its workComputer Networks and Communications: 133 fractional works · 2.9% of its workComputer Vision and Pattern Recognition: 112 fractional works · 2.4% of its workInformation Systems: 55 fractional works · 1.2% of its workSignal Processing: 40 fractional works · 0.9% of its workComputational Theory and Mathematics: 34 fractional works · 0.7% of its workHardware and Architecture: 11 fractional works · 0.2% of its workHuman-Computer Interaction: 11 fractional works · 0.2% of its workSmaller subfields together: 10 fractional works · 0.2% of its workMaterials Science: 434 fractional works · 9.4% of its workMaterials Chemistry: 257 fractional works · 5.6% of its workElectronic, Optical and Magnetic Materials: 84 fractional works · 1.8% of its workPolymers and Plastics: 44 fractional works · 1.0% of its workBiomaterials: 30 fractional works · 0.6% of its workSmaller subfields together: 20 fractional works · 0.4% of its workEnvironmental Science: 268 fractional works · 5.8% of its workEnvironmental Engineering: 56 fractional works · 1.2% of its workGlobal and Planetary Change: 45 fractional works · 1.0% of its workWater Science and Technology: 37 fractional works · 0.8% of its workManagement, Monitoring, Policy and Law: 35 fractional works · 0.8% of its workIndustrial and Manufacturing Engineering: 29 fractional works · 0.6% of its workPollution: 23 fractional works · 0.5% of its workEcology: 18 fractional works · 0.4% of its workHealth, Toxicology and Mutagenesis: 12 fractional works · 0.3% of its workSmaller subfields together: 12 fractional works · 0.3% of its workPhysics and Astronomy: 161 fractional works · 3.5% of its workAtomic and Molecular Physics, and Optics: 53 fractional works · 1.2% of its workStatistical and Nonlinear Physics: 43 fractional works · 0.9% of its workCondensed Matter Physics: 28 fractional works · 0.6% of its workNuclear and High Energy Physics: 16 fractional works · 0.4% of its workAstronomy and Astrophysics: 16 fractional works · 0.3% of its workSmaller subfields together: 3 fractional works · 0.1% of its workEnergy: 121 fractional works · 2.6% of its workRenewable Energy, Sustainability and the Environment: 109 fractional works · 2.4% of its workEnergy Engineering and Power Technology: 11 fractional works · 0.2% of its workChemistry: 118 fractional works · 2.6% of its workOrganic Chemistry: 67 fractional works · 1.5% of its workInorganic Chemistry: 26 fractional works · 0.6% of its workSpectroscopy: 10 fractional works · 0.2% of its workSmaller subfields together: 15 fractional works · 0.3% of its workMathematics: 106 fractional works · 2.3% of its workApplied Mathematics: 38 fractional works · 0.8% of its workModeling and Simulation: 26 fractional works · 0.6% of its workMathematical Physics: 14 fractional works · 0.3% of its workNumerical Analysis: 11 fractional works · 0.2% of its workSmaller subfields together: 17 fractional works · 0.4% of its workEarth and Planetary Sciences: 61 fractional works · 1.3% of its workAtmospheric Science: 33 fractional works · 0.7% of its workGeophysics: 16 fractional works · 0.3% of its workSmaller subfields together: 12 fractional works · 0.3% of its workChemical Engineering: 31 fractional works · 0.7% of its workFluid Flow and Transfer Processes: 15 fractional works · 0.3% of its workSmaller subfields together: 17 fractional works · 0.4% of its workSocial Sciences: 325 fractional works · 7.1% of its workSocial Sciences: 113 fractional works · 2.5% of its workSociology and Political Science: 43 fractional works · 0.9% of its workPolitical Science and International Relations: 18 fractional works · 0.4% of its workSmaller subfields together: 53 fractional works · 1.1% of its workPsychology: 57 fractional works · 1.2% of its workSocial Psychology: 24 fractional works · 0.5% of its workClinical Psychology: 13 fractional works · 0.3% of its workExperimental and Cognitive Psychology: 11 fractional works · 0.2% of its workSmaller subfields together: 9 fractional works · 0.2% of its workBusiness, Management and Accounting: 51 fractional works · 1.1% of its workMarketing: 13 fractional works · 0.3% of its workStrategy and Management: 10 fractional works · 0.2% of its workManagement Information Systems: 10 fractional works · 0.2% of its workOrganizational Behavior and Human Resource Management: 9 fractional works · 0.2% of its workSmaller subfields together: 9 fractional works · 0.2% of its workDecision Sciences: 40 fractional works · 0.9% of its workManagement Science and Operations Research: 26 fractional works · 0.6% of its workSmaller subfields together: 14 fractional works · 0.3% of its workArts and Humanities: 36 fractional works · 0.8% of its workEconomics, Econometrics and Finance: 29 fractional works · 0.6% of its workEconomics and Econometrics: 17 fractional works · 0.4% of its workSmaller subfields together: 12 fractional works · 0.3% of its workLife Sciences: 300 fractional works · 6.5% of its workAgricultural and Biological Sciences: 111 fractional works · 2.4% of its workPlant Science: 54 fractional works · 1.2% of its workSoil Science: 13 fractional works · 0.3% of its workFood Science: 12 fractional works · 0.3% of its workSmaller subfields together: 33 fractional works · 0.7% of its workBiochemistry, Genetics and Molecular Biology: 101 fractional works · 2.2% of its workMolecular Biology: 58 fractional works · 1.3% of its workGenetics: 11 fractional works · 0.2% of its workSmaller subfields together: 32 fractional works · 0.7% of its workNeuroscience: 70 fractional works · 1.5% of its workCognitive Neuroscience: 44 fractional works · 1.0% of its workNeurology: 14 fractional works · 0.3% of its workSmaller subfields together: 13 fractional works · 0.3% of its workPharmacology, Toxicology and Pharmaceutics: 10 fractional works · 0.2% of its workImmunology and Microbiology: 8 fractional works · 0.2% of its workHealth Sciences: 260 fractional works · 5.6% of its workMedicine: 222 fractional works · 4.8% of its workRadiology, Nuclear Medicine and Imaging: 30 fractional works · 0.6% of its workCardiology and Cardiovascular Medicine: 28 fractional works · 0.6% of its workSurgery: 27 fractional works · 0.6% of its workPublic Health, Environmental and Occupational Health: 20 fractional works · 0.4% of its workOncology: 13 fractional works · 0.3% of its workPulmonary and Respiratory Medicine: 11 fractional works · 0.2% of its workEpidemiology: 11 fractional works · 0.2% of its workPhysiology: 9 fractional works · 0.2% of its workSmaller subfields together: 73 fractional works · 1.6% of its workHealth Professions: 26 fractional works · 0.6% of its workHealth Information Management: 10 fractional works · 0.2% of its workSmaller subfields together: 16 fractional works · 0.3% of its workNursing: 6 fractional works · 0.1% of its workDentistry: 5 fractional works · 0.1% of its workALL ITS WORKMandi4,600fractional works, 2022-now
Life Sciences7%Physical Sciences81%Health Sciences6%Social Sciences7%

Each ring splits the one inside it: the four domains of science, their fields, their subfields. Size is fractional works in 2022-now. Every slice is a page; the interactive view zooms down to single topics and colours each by how much more of it this city does than the world.

Its 4 domains and 26 fields, with their numbers
    1. Engineering1,80339.2%
    2. Computer Science61013.3%
    3. Materials Science4349.4%
    4. Environmental Science2685.8%
    5. Physics and Astronomy1613.5%
    6. Energy1212.6%
    7. Chemistry1182.6%
    8. Mathematics1062.3%
    9. Earth and Planetary Sciences611.3%
    10. Chemical Engineering310.7%
    1. Social Sciences1132.5%
    2. Psychology571.2%
    3. Business, Management and Accounting511.1%
    4. Decision Sciences400.9%
    5. Arts and Humanities360.8%
    6. Economics, Econometrics and Finance290.6%
    1. Agricultural and Biological Sciences1112.4%
    2. Biochemistry, Genetics and Molecular Biology1012.2%
    3. Neuroscience701.5%
    4. Pharmacology, Toxicology and Pharmaceutics100.2%
    5. Immunology and Microbiology80.2%
    1. Medicine2224.8%
    2. Health Professions260.6%
    3. Nursing60.1%
    4. Dentistry50.1%
    5. Veterinary10.0%
All of science, and how each field's share has moved since 1950: the Science domain explorer

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.

The whole field profile

All 26 fields at once: above the ring is more than a place this size would be expected to do. A specialist and a generalist produce the same ranked list and a completely different shape.

Agricultural and Biological Sciences: 0.49× its world share, 92 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.40× its world share, 83 worksBiochemistry, Geneti…Immunology and Microbiology: 0.18× its world share, 7 worksImmunology and Micro…Neuroscience: 0.91× its world share, 58 worksNeurosciencePharmacology, Toxicology and Pharmaceutics: 0.50× its world share, 7 worksPharmacology, Toxico…Chemical Engineering: 1.98× its world share, 27 worksChemical EngineeringChemistry: 1.57× its world share, 97 worksChemistryComputer Science: 1.70× its world share, 518 worksComputer ScienceEarth and Planetary Sciences: 0.80× its world share, 49 worksEarth and Planetary …Energy: 3.04× its world share, 110 worksEnergyEngineering: 2.66× its world share, 1,568 worksEngineeringEnvironmental Science: 1.12× its world share, 218 worksEnvironmental ScienceMaterials Science: 2.79× its world share, 383 worksMaterials ScienceMathematics: 2.03× its world share, 94 worksMathematicsPhysics and Astronomy: 1.49× its world share, 130 worksPhysics and AstronomyDentistry: 0.26× its world share, 5 worksDentistryHealth Professions: 0.21× its world share, 22 worksHealth ProfessionsMedicine: 0.25× its world share, 189 worksMedicineNursing: 0.24× its world share, 5 worksNursingVeterinary: 0.14× its world share, 1 worksVeterinaryArts and Humanities: 0.23× its world share, 26 worksArts and HumanitiesBusiness, Management and Accounting: 0.36× its world share, 46 worksBusiness, Management…Decision Sciences: 0.88× its world share, 33 worksDecision SciencesEconomics, Econometrics and Finance: 0.29× its world share, 24 worksEconomics, Econometr…Psychology: 0.41× its world share, 48 worksPsychologySocial Sciences: 0.17× its world share, 86 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Energy, 3.0×. Every wedge is a field page.

All 26 fields, with their numbers
  1. Energy3.04×110 works
  2. Materials Science2.79×383 works
  3. Engineering2.66×1,568 works
  4. Mathematics2.03×94 works
  5. Chemical Engineering1.98×27 works
  6. Computer Science1.70×518 works
  7. Chemistry1.57×97 works
  8. Physics and Astronomy1.49×130 works
  9. Environmental Science1.12×218 works
  10. Neuroscience0.91×58 works
  11. Decision Sciences0.88×33 works
  12. Earth and Planetary Sciences0.80×49 works
  13. Pharmacology, Toxicology and Pharmaceutics0.50×7 works
  14. Agricultural and Biological Sciences0.49×92 works
  15. Psychology0.41×48 works
  16. Biochemistry, Genetics and Molecular Biology0.40×83 works
  17. Business, Management and Accounting0.36×46 works
  18. Economics, Econometrics and Finance0.29×24 works
  19. Dentistry0.26×5 works
  20. Medicine0.25×189 works
  21. Nursing0.24×5 works
  22. Arts and Humanities0.23×26 works
  23. Health Professions0.21×22 works
  24. Immunology and Microbiology0.18×7 works
  25. Social Sciences0.17×86 works
  26. Veterinary0.14×1 works

Which keywords describe research in Mandi?

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

▲ 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-now 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 Learning346▲ 2.2×77 topics
  2. Machine Learning248▲ 1.62×79 topics
  3. Neural Networks154▲ 2.2×34 topics
  4. Renewable Energy144▲ 2.2×43 topics
  5. Nanomaterials140▲ 2.9×19 topics
  6. Heat Transfer120▲ 5.3×20 topics
  7. Energy Efficiency114▲ 2.7×34 topics
  8. Biomedical Applications109▲ 2.0×33 topics
  9. Remote Sensing108▲ 1.93×27 topics
  10. Mechanical Properties106▲ 2.4×33 topics
  11. Environmental Impact100▲ 1.27×48 topics
  12. Graphene98▲ 3.2×11 topics
  13. Nanoparticles97▲ 1.68×43 topics
  14. Nanocomposites85▲ 2.3×21 topics
  15. Power Electronics80▲ 5.4×8 topics
  16. Nanostructures78▲ 4.2×14 topics
  17. Renewable Energy Integration78▲ 5.2×5 topics
  18. Convolutional Neural Networks76▲ 2.3×14 topics
  19. Energy Storage72▲ 2.4×11 topics
  20. Security68▲ 2.2×20 topics
  21. Thermal Management65▲ 4.3×7 topics
  22. Solar Energy64▲ 4.5×5 topics
  23. Water Splitting63▲ 3.7×4 topics
  24. Artificial Neural Networks59▲ 2.8×10 topics
  25. Semiconductor59▲ 3.9×7 topics
  26. Optimization58▲ 2.8×24 topics
  27. Electric Vehicles57▲ 4.2×4 topics
  28. Applications56▲ 4.5×8 topics
  29. Experimental Investigation55▲ 12×5 topics
  30. Smart Grid55▲ 3.3×8 topics
  31. Visible Light54▲ 5.0×3 topics
  32. Semiconductors52▲ 3.9×4 topics
  33. Nonlinear Dynamics51▲ 5.0×8 topics
  34. Hydrogen Production49▲ 3.9×5 topics
  35. Electronic Structure48▲ 5.8×8 topics
  36. Nanocrystals47▲ 4.0×5 topics
  37. Sensor Networks47▲ 4.2×5 topics
  38. Thermal Conductivity45▲ 6.2×8 topics
  39. Smart Grid Applications38▲ 6.5×2 topics
  40. Synchronization38▲ 6.9×4 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

still counting1990200020102020
grewheldshrank

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

How much of it reaches the world top 10%

Year by year, against all institutions in the same year.

still counting20%40%60%Mandi17.8% in 2025all institutions10.0% in 202520102020

Of each year's output, the share that reached the world's 10% most cited for its field and year. Peak 45.3% in 2007.

Discussion

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