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Research facility · Berlin · Germany

Einstein Center Digital Future

digital-future.berlinROR OpenAlex
World rank, 2022–2025
#14,626
of 28,054 · #25,442 all time
Rank in Germany
#562
of 1,178
Research works
192
▲ 1588% vs 2013–17
Citations
3.7k
19.2 per fractional work
Top-10% rate
24.3%
record average 16.5%
Open access
58%
world 28%

What does Einstein Center Digital Future specialise in?

Where its research is concentrated relative to its size: Computer Science takes 3.6× the share of its output that it takes of world research.

  1. Computer ScienceField · 30.8 works3.6×
← less than its size predicts1×more →

Location quotient, a volume reading rather than an impact one. It surfaces small, lopsided specialities.

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.

Agricultural and Biological Sciences: 0.05× its world share, 0 worksAgricultural and Bio…Biochemistry, Genetics and Molecular Biology: 0.23× its world share, 1 worksBiochemistry, Geneti…Immunology and Microbiology: 0.09× its world share, 0 worksImmunology and Micro…Neuroscience: 1.15× its world share, 2 worksNeuroscienceChemistry: 0.02× its world share, 0 worksChemistryComputer Science: 3.64× its world share, 31 worksComputer ScienceEarth and Planetary Sciences: 0.46× its world share, 1 worksEarth and Planetary …Energy: 0.72× its world share, 1 worksEnergyEngineering: 0.98× its world share, 16 worksEngineeringEnvironmental Science: 0.99× its world share, 5 worksEnvironmental ScienceMaterials Science: 0.04× its world share, 0 worksMaterials SciencePhysics and Astronomy: 0.60× its world share, 2 worksPhysics and AstronomyDentistry: 1.23× its world share, 1 worksDentistryHealth Professions: 1.05× its world share, 3 worksHealth ProfessionsMedicine: 0.38× its world share, 8 worksMedicineArts and Humanities: 0.47× its world share, 2 worksArts and HumanitiesBusiness, Management and Accounting: 2.74× its world share, 10 worksBusiness, Management…Decision Sciences: 2.31× its world share, 2 worksDecision SciencesEconomics, Econometrics and Finance: 0.71× its world share, 2 worksEconomics, Econometr…Psychology: 0.40× its world share, 1 worksPsychologySocial Sciences: 1.57× its world share, 22 worksSocial Sciences1×world share
more than its size predictsabout as predictedless

Rings at 0.5×, 1× and 2×. Widest outward: Computer Science, 3.6×. Every wedge is a field page.

Who are the top researchers at Einstein Center Digital Future?

Ranked on the composite score, Andrea Cominola and Tobias Pfandzelter lead among researchers whose main affiliation is Einstein Center Digital Future.

  1. 1 Andrea Cominola Germany · #530,825 worldwide 70 citations · 22 works
  2. 2 Tobias Pfandzelter Germany · #1,179,278 worldwide 20 citations · 21 works
All ranked researchers at Einstein Center Digital Future

Which keywords describe research at Einstein Center Digital Future?

By fractional works in 2022–2025, weighted toward what it does more of than the world: Distributed Systems, Big Data, Deep Learning, Resource Management, Energy Efficiency, Virtualization, Cloud Computing and Governance.

▲ 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 institution'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 Learning12▲ 3.2×38 topics
  2. Distributed Systems9▲ 48×5 topics
  3. Big Data8▲ 8.5×11 topics
  4. Resource Management6▲ 34×3 topics
  5. Energy Efficiency5▲ 5.3×5 topics
  6. Machine Learning5▲ 1.51×26 topics
  7. Climate Change4▲ 1.52×15 topics
  8. Sustainable Development4▲ 2.6×2 topics
  9. Healthcare4▲ 3.5×7 topics
  10. Internet of Things4▲ 4.5×3 topics
  11. Virtualization4▲ 49×3 topics
  12. Artificial Intelligence4▲ 2.8×9 topics
  13. Cloud Computing4▲ 14×2 topics
  14. Governance4▲ 12×2 topics
  15. Data Centers4▲ 64×1 topic
  16. MapReduce4▲ 64×1 topic
  17. Neural Networks4▲ 2.4×13 topics
  18. Innovation4▲ 3.2×5 topics
  19. Leadership4▲ 7.1×3 topics
  20. 5G Networks3▲ 14×3 topics
  21. Digitalization3▲ 15×3 topics
  22. Urban Development3▲ 7.4×4 topics
  23. Digital Transformation3▲ 4.9×3 topics
  24. Complex Systems3▲ 23×2 topics
  25. Interdisciplinary Research3▲ 28×2 topics
  26. IoT Security3▲ 7.6×2 topics
  27. Mobile Edge Computing3▲ 16×2 topics
  28. Organizational Innovation3▲ 147×2 topics
  29. Participation3▲ 25×2 topics
  30. Policy Change3▲ 181×1 topic
  31. Public Administration3▲ 28×1 topic
  32. Security and Privacy3▲ 13×2 topics
  33. Innovation Policy3▲ 24×1 topic
  34. Social Innovation3▲ 15×1 topic
  35. Edge Computing2▲ 18×1 topic
  36. Fog Computing2▲ 20×1 topic
  37. Workflow Management2▲ 33×2 topics
  38. Customer Experience2▲ 12×3 topics
  39. Water Resources2▲ 7.5×3 topics
  40. Business Models2▲ 25×2 topics

Which research topics does Einstein Center Digital Future publish most on?

By volume in 2022–2025: Cloud Computing and Resource Management, Public Administration and Political Analysis, Innovation, Technology, and Society and IoT and Edge/Fog Computing.

Cloud Computing and Resource Management: 4 fractional worksPublic Administration and Political Analysis: 3 fractional worksInnovation, Technology, …3Innovation, Technology, and Society: 3 fractional worksIoT and Edge/Fog Computing2IoT and Edge/Fog Computing: 2 fractional worksDigital Innovation in Industries: 2 fractional worksDistributed and Parallel Computing Systems: 2 fractional worksSociology and Education …2Sociology and Education Studies: 2 fractional worksDistributed systems and fault tolerance: 1 fractional worksResearch Data Management Practices: 1 fractional worksWater Systems and Optimization: 1 fractional works
Information SystemsPolitical Science and International RelationsSociology and Political ScienceComputer Networks and Communications2 others

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

  1. 1 Cloud Computing and Resource Management Information Systems 4 works
  2. 2 Public Administration and Political Analysis Political Science and International Relations 3 works
  3. 3 Innovation, Technology, and Society Sociology and Political Science 3 works
  4. 4 IoT and Edge/Fog Computing Computer Networks and Communications 2 works
  5. 5 Digital Innovation in Industries Management of Technology and Innovation 2 works
  6. 6 Distributed and Parallel Computing Systems Computer Networks and Communications 2 works
  7. 7 Sociology and Education Studies Sociology and Political Science 2 works
  8. 8 Distributed systems and fault tolerance Computer Networks and Communications 1 works
  9. 9 Research Data Management Practices Information Systems 1 works
  10. 10 Water Systems and Optimization Civil and Structural Engineering 1 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 available57.8%not open42.2%

World: 28% of research is openly available.

with international co-authors32.4%domestic only67.6%

World: 19% is written across borders.

How has Einstein Center Digital Future's research output changed?

Output in 2018–2022 was 1588% higher than in 2013–2017.

200020102020
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 Berlin

All research institutions in Berlin

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.