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City · Austria

Research in Dornbirn

Science Explorer records 5 research institutions in Dornbirn, Austria. The highest-ranked on research quality in 2022–2025 are Vorarlberg University of Applied Sciences.

Research institutions
5
1 of them ranked worldwide
Research works
633
▲ 5% vs 2013–17
Top-10% rate, 2022–2025
15.6%
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 Dornbirn?

#InstitutionWorksAgainst the largest hereWorld rank
1Vorarlberg University of Applied SciencesUniversity 557 #17,956
2Zumtobel Group (Austria)Company 69 not ranked
3Energieinstitut VorarlbergNonprofit 4 not ranked
4InaturaArchive 2 not ranked
5E. Bröll (Austria)Company 1 not ranked

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.

Vorarlberg University of Applied Sciences: 88.0%Zumtobel Group (Austria): 10.9%Energieinstitut Vorarlberg: 0.6%Inatura: 0.3%1 other listed: 0.2%88%largest
Vorarlberg University of Applied Sciences557 · 88.0%Zumtobel Group (Austria)69 · 10.9%Energieinstitut Vorarlberg4 · 0.6%Inatura2 · 0.3%1 other listed1 · 0.2%

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

Which keywords describe research in Dornbirn?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Big Data, Evolutionary Algorithms, Sustainability, Multiobjective Optimization, Learning Outcomes, Smart Grid, Renewable Energy 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. Sustainability13▲ 3.3×22 topics
  2. Machine Learning11▲ 2.1×25 topics
  3. Big Data11▲ 7.5×16 topics
  4. Evolutionary Algorithms10▲ 58×3 topics
  5. Renewable Energy8▲ 3.7×13 topics
  6. Internet of Things7▲ 5.1×7 topics
  7. Multiobjective Optimization7▲ 82×2 topics
  8. Learning Outcomes7▲ 9.9×3 topics
  9. Sustainable Development7▲ 2.7×13 topics
  10. Smart Grid6▲ 11×6 topics
  11. Artificial Intelligence6▲ 2.6×9 topics
  12. Particle Swarm Optimization5▲ 27×2 topics
  13. Supply Chain Management5▲ 3.4×3 topics
  14. Classification5▲ 6.8×4 topics
  15. Customer Experience5▲ 19×2 topics
  16. Feature Selection4▲ 13×2 topics
  17. Genetic Programming4▲ 129×1 topic
  18. Student Engagement4▲ 7.0×6 topics
  19. Symbolic Regression4▲ 129×1 topic
  20. Cyber-Physical Systems4▲ 9.9×4 topics
  21. Digital Transformation4▲ 5.0×5 topics
  22. Social Interaction4▲ 6.6×4 topics
  23. Energy Management4▲ 15×3 topics
  24. Business Models4▲ 33×2 topics
  25. Constraint Handling4▲ 27×2 topics
  26. Intrinsic Motivation4▲ 19×2 topics
  27. Qualitative Inhaltsanalyse4▲ 57×2 topics
  28. Digital Twin4▲ 17×1 topic
  29. Game Theory4▲ 13×2 topics
  30. Motivation4▲ 5.3×2 topics
  31. Smart Manufacturing4▲ 25×1 topic
  32. Ant Colony Optimization4▲ 40×2 topics
  33. Electric Vehicles4▲ 7.4×4 topics
  34. Mobile Health4▲ 16×3 topics
  35. Game-Based Learning3▲ 37×1 topic
  36. Gamification3▲ 14×1 topic
  37. Genetic Algorithm3▲ 15×2 topics
  38. Demand Response3▲ 21×1 topic
  39. Electricity Markets3▲ 21×1 topic
  40. Technology Innovation3▲ 62×1 topic

What research is done in Dornbirn?

Evolutionary Algorithms …4Evolutionary Algorithms and Applications: 4 fractional worksDigital Transformation i…4Digital Transformation in Industry: 4 fractional worksEducational Games and Gamification: 3 fractional worksSmart Grid Energy Manage…3Smart Grid Energy Management: 3 fractional worksDigital Innovation in In…3Digital Innovation in Industries: 3 fractional worksMetaheuristic Optimization Algorithms Research: 3 fractional worksAdvanced Multi-Objective Optimization Algorithms: 2 fractional worksPhotonic and Optical Dev…2Photonic and Optical Devices: 2 fractional worksVirtual Reality Applications and Impacts: 2 fractional worksSemiconductor Lasers and Optical Devices: 2 fractional works
Artificial IntelligenceIndustrial and Manufacturing EngineeringDevelopmental and Educational PsychologyElectrical and Electronic Engineering3 others

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

  1. 1 Evolutionary Algorithms and Applications Artificial Intelligence 4 works
  2. 2 Digital Transformation in Industry Industrial and Manufacturing Engineering 4 works
  3. 3 Educational Games and Gamification Developmental and Educational Psychology 3 works
  4. 4 Smart Grid Energy Management Electrical and Electronic Engineering 3 works
  5. 5 Digital Innovation in Industries Management of Technology and Innovation 3 works
  6. 6 Metaheuristic Optimization Algorithms Research Artificial Intelligence 3 works
  7. 7 Advanced Multi-Objective Optimization Algorithms Computational Theory and Mathematics 2 works
  8. 8 Photonic and Optical Devices Electrical and Electronic Engineering 2 works
  9. 9 Virtual Reality Applications and Impacts Human-Computer Interaction 2 works
  10. 10 Semiconductor Lasers and Optical Devices Electrical and Electronic Engineering 2 works

Research output over time

1990200020102020
grewheldshrank

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