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City · Germany

Research in Ingolstadt

Science Explorer records 6 research institutions in Ingolstadt, Germany. The highest-ranked on research quality in 2022–2025 are Technische Hochschule Ingolstadt, Klinikum Ingolstadt and Audi (Germany).

Research institutions
6
3 of them ranked worldwide
Research works
3.9k
▲ 59% vs 2013–17
Top-10% rate, 2022–2025
12.2%
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 Ingolstadt?

#InstitutionWorksAgainst the largest hereWorld rank
1Klinikum IngolstadtHospital / health system 1,480 #20,527
2Technische Hochschule IngolstadtUniversity 1,452 #9,841
3Audi (Germany)Company 860 #20,920
4Bühler (Germany)Company 65 not ranked
5Rieter (Germany)Company 28 not ranked
6GOIN GesundheitsorganisationNonprofit 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.

Klinikum Ingolstadt: 38.1%Technische Hochschule Ingolstadt: 37.4%Audi (Germany): 22.1%Bühler (Germany): 1.7%2 others listed: 0.7%38%largest
Klinikum Ingolstadt1,480 · 38.1%Technische Hochschule Ingolstadt1,452 · 37.4%Audi (Germany)860 · 22.1%Bühler (Germany)65 · 1.7%2 others listed29 · 0.7%

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

What is Ingolstadt strongest at in research?

Relative to its size, research in Ingolstadt is most concentrated in Automotive Engineering, Management of Technology and Innovation and Industrial and Manufacturing Engineering (14.4× the world share in Automotive Engineering).

  1. Automotive EngineeringSubfield · 72.0 works14×
  2. Management of Technology and InnovationSubfield · 30.0 works11×
  3. Industrial and Manufacturing EngineeringSubfield · 42.7 works8.9×
← less than its size predictsmore →

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 Ingolstadt?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Autonomous Vehicles, Deep Learning, Big Data, Digital Transformation, Thermal Management, Machine Learning, Artificial Intelligence and Sustainability.

▲ 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 Learning86▲ 2.7×55 topics
  2. Machine Learning67▲ 2.2×50 topics
  3. Sustainability59▲ 2.6×35 topics
  4. Autonomous Vehicles58▲ 30×5 topics
  5. Big Data54▲ 6.4×14 topics
  6. Artificial Intelligence49▲ 3.8×19 topics
  7. Digital Transformation46▲ 9.3×7 topics
  8. Renewable Energy44▲ 3.3×26 topics
  9. Sustainable Development42▲ 2.8×15 topics
  10. Thermal Management41▲ 13×7 topics
  11. Customer Experience30▲ 22×4 topics
  12. Driver Behavior30▲ 42×2 topics
  13. Collision Avoidance29▲ 17×4 topics
  14. E-commerce28▲ 5.0×4 topics
  15. Sensor Fusion28▲ 27×3 topics
  16. Electric Vehicles28▲ 10×4 topics
  17. Automation27▲ 43×3 topics
  18. Business Models27▲ 40×2 topics
  19. Renewable Energy Integration27▲ 8.4×6 topics
  20. Mobile Health26▲ 20×3 topics
  21. Omni-Channel Strategy26▲ 130×1 topic
  22. Technology Innovation26▲ 88×1 topic
  23. Driver Assistance Systems25▲ 47×1 topic
  24. Trajectory Prediction25▲ 47×1 topic
  25. Trust24▲ 9.4×8 topics
  26. Human Factors23▲ 32×3 topics
  27. Lithium-ion Batteries23▲ 5.7×3 topics
  28. Intelligent Transportation Systems22▲ 16×3 topics
  29. Information Technology22▲ 4.8×6 topics
  30. Investment Decisions22▲ 19×2 topics
  31. Mental Workload22▲ 45×2 topics
  32. Driver Distraction22▲ 61×1 topic
  33. Situation Awareness22▲ 61×1 topic
  34. Customer Relationship Management21▲ 16×2 topics
  35. Digital Capital21▲ 119×1 topic
  36. Value Chains21▲ 119×1 topic
  37. Vibration Analysis19▲ 7.6×6 topics
  38. Fluid Dynamics18▲ 14×5 topics
  39. Mathematical Modeling17▲ 20×2 topics
  40. Engineering16▲ 37×1 topic

What research is done in Ingolstadt?

  1. 1 Digital Innovation in Industries Management of Technology and Innovation 26 works
  2. 2 Autonomous Vehicle Technology and Safety Automotive Engineering 25 works
  3. 3 Human-Automation Interaction and Safety Social Psychology 22 works
  4. 4 Corporate Governance and Management Strategy and Management 21 works
  5. 5 Physics and Engineering Research Articles Computational Mechanics 16 works
  6. 6 Advanced Battery Technologies Research Automotive Engineering 14 works
  7. 7 Flexible and Reconfigurable Manufacturing Systems Industrial and Manufacturing Engineering 13 works
  8. 8 Transportation and Mobility Innovations Automotive Engineering 12 works
  9. 9 Corporate Management and Leadership Organizational Behavior and Human Resource Management 10 works
  10. 10 Vehicular Ad Hoc Networks (VANETs) Electrical and Electronic Engineering 9 works

Research output over time

1990200020102020
grewheldshrank

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