Science Explorer Interactive view Map
Research facility · Karlsruhe · Germany

Institut für Assistenzsysteme und Qualifizierung

iaq-hd.deROR OpenAlex
Research works
42
▲ 66% vs 2013–17
Citations
543
12.9 per fractional work
Top-10% rate
8.5%
record average 16.5%
Open access
29%
world 28%

Not ranked overall: Institut für Assistenzsysteme und Qualifizierung is under the volume floor below which an excellence rate is noise. Not ranked is not the same as ranked last.

Field profile

Location quotient across every field it publishes in: outside the ring is more than an institution of this size would be expected to publish, inside it is less.

Biochemistry, Genetics and Molecular Biology: 0.21× its world share, 0 worksBiochemistry, Geneti…Chemistry: 0.71× its world share, 0 worksChemistryComputer Science: 0.27× its world share, 0 worksComputer ScienceEarth and Planetary Sciences: 0.43× its world share, 0 worksEarth and Planetary …Engineering: 4.16× its world share, 6 worksEngineeringEnvironmental Science: 0.81× its world share, 0 worksEnvironmental SciencePhysics and Astronomy: 0.75× its world share, 0 worksPhysics and AstronomyHealth Professions: 2.54× its world share, 1 worksHealth ProfessionsMedicine: 0.49× its world share, 1 worksMedicineArts and Humanities: 1.16× its world share, 0 worksArts and HumanitiesBusiness, Management and Accounting: 0.39× its world share, 0 worksBusiness, Management…Social Sciences: 0.48× its world share, 1 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Engineering, 4.2×. Every wedge is a field page.

Which keywords describe research at Institut für Assistenzsysteme und Qualifizierung?

By fractional works in all years, weighted toward what it does more of than the world: Globalization, Renewable Energy, Feedback Control, Labor Movement, Union Revitalization, Big Data, Labor Market and Smart Grid.

▲ more of its work than of the world’s◆ about the world’s share▼ less than the world’s

Size is fractional works in all years in the topics tagged with each word; colour is the word's share of this institution's work against its share of the world's. The 28 words are chosen for being large and distinctive. Each links to the topic it comes from most.

All 28 words, with their numbers
  1. Globalization4▲ 4.5×4 topics
  2. Renewable Energy2▲ 6.1×7 topics
  3. Deep Learning2▲ 2.0×13 topics
  4. Education2▲ 3.2×4 topics
  5. Big Data2▲ 7.1×4 topics
  6. Feedback Control2▲ 18×4 topics
  7. Labor Movement2▲ 99×1 topic
  8. Sustainability2▲ 2.2×5 topics
  9. Union Revitalization2▲ 99×1 topic
  10. Labor Market2▲ 14×3 topics
  11. Machine Learning1▲ 1.53×6 topics
  12. Smart Grid1▲ 11×4 topics
  13. Sustainable Development1▲ 3.0×3 topics
  14. Cardiovascular Disease1▲ 2.7×3 topics
  15. Cyber-Physical Systems1▲ 23×3 topics
  16. Artificial Intelligence1▲ 3.4×3 topics
  17. Embedded Systems1▲ 31×3 topics
  18. Epidemiology1▼ 0.72×5 topics
  19. Model Predictive Control1▲ 12×3 topics
  20. Applications1▲ 12×2 topics
  21. Mental Health1▲ 2.4×4 topics
  22. Power Electronics1▲ 9.4×5 topics
  23. Corporate Governance1▲ 4.4×2 topics
  24. District Heating1▲ 98×1 topic
  25. Energy Systems1▲ 82×1 topic
  26. Financial Crisis1▲ 17×1 topic
  27. Iceland1▲ 333×1 topic
  28. Meta-Analysis1▲ 4.5×3 topics

Which research topics does Institut für Assistenzsysteme und Qualifizierung publish most on?

By volume in 2022–2025: Integrated Energy Systems Optimization, Education and Critical Thinking Development, Stability and Controllability of Differential Equations and Additive Manufacturing and 3D Printing Technologies.

Integrated Energy System…1Integrated Energy Systems Optimization: 1 fractional worksEducation and Critical T…0Education and Critical Thinking Development: 0 fractional worksStability and Controllab…0Stability and Controllability of Differential Equations: 0 fractional worksAdditive Manufacturing a…0Additive Manufacturing and 3D Printing Technologies: 0 fractional worksDigital Transformation in Industry: 0 fractional worksBuilding Energy and Comfort Optimization: 0 fractional worksSmart Grid Energy Manage…0Smart Grid Energy Management: 0 fractional worksGlobal Health Workforce Issues: 0 fractional worksAdvances in Oncology and Radiotherapy: 0 fractional worksHistorical, Literary, an…0Historical, Literary, and Cultural Studies: 0 fractional works
Electrical and Electronic EngineeringEducationControl and Systems EngineeringAutomotive Engineering5 others

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

  1. 1 Integrated Energy Systems Optimization Electrical and Electronic Engineering 1 works
  2. 2 Education and Critical Thinking Development Education 0 works
  3. 3 Stability and Controllability of Differential Equations Control and Systems Engineering 0 works
  4. 4 Additive Manufacturing and 3D Printing Technologies Automotive Engineering 0 works
  5. 5 Digital Transformation in Industry Industrial and Manufacturing Engineering 0 works
  6. 6 Building Energy and Comfort Optimization Building and Construction 0 works
  7. 7 Smart Grid Energy Management Electrical and Electronic Engineering 0 works
  8. 8 Global Health Workforce Issues Emergency Medical Services 0 works
  9. 9 Advances in Oncology and Radiotherapy Radiology, Nuclear Medicine and Imaging 0 works
  10. 10 Historical, Literary, and Cultural Studies Classics 0 works

How open and international is its research?

Against the world’s own shares — the tick on each track. Both are shares of its output, so they sit on one scale and can be read against each other as well as against the world.

openly available28.7%not open71.3%

World: 28% of research is openly available.

with international co-authors15.5%domestic only84.5%

World: 19% is written across borders.

How has Institut für Assistenzsysteme und Qualifizierung's research output changed?

Output in 2018–2022 was 66% higher than in 2013–2017.

1990200020102020
grewheldshrank

The same series as a ribbon — one cell per year, darker for more. The line above answers how much; this answers when.

Other research institutions in Karlsruhe

All research institutions in Karlsruhe

Research measures only: rankings here say nothing about teaching, admissions or student experience. Comparable institutions and collaboration partners are in the interactive view on the map.