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Researcher · University of Duisburg-Essen · Germany

Ekaterina Auer

Ekaterina Auer publishes mostly in Computational Theory and Mathematics, Control and Systems Engineering and Electrical and Electronic Engineering, on topics such as Numerical Methods and Algorithms, Advanced Control Systems Optimization and Model Reduction and Neural Networks.

ORCID 0000-0003-4059-3982 OpenAlex
World rank
#5,500,931
of 7,710,434 ranked researchers
Rank in Germany
#284,074
of 364,343
Works
80
Citations
402
Citations per work
5.0
h-index
10
i10-index 10Top 44% in Computational Theory and Mathematics
Ekaterina Auer

What does Ekaterina Auer research?

Ekaterina Auer's work is mostly in Engineering (34%), Computer Science (23%), Physics and Astronomy (7%).

Physical Sciences: 51 works · 63.7% of their workEngineering: 27 works · 33.9% of their workControl and Systems Engineering: 17 works · 21.1% of their workElectrical and Electronic Engineering: 8 works · 9.6% of their workComputational Mechanics: 3 works · 3.2% of their workComputer Science: 18 works · 22.9% of their workComputational Theory and Mathematics: 18 works · 22.9% of their workPhysics and Astronomy: 6 works · 6.9% of their workStatistical and Nonlinear Physics: 6 works · 6.9% of their workEverything else: 26 works · 33.1% of their workSocial Sciences: 3 works · 3.2% of their workDecision Sciences: 3 works · 3.2% of their workManagement Science and Operations Research: 3 works · 3.2% of their workTHEIR WORKEkaterina Auer80works
Physical Sciences64%Social Sciences3%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Engineering2733.9%
    2. Computer Science1822.9%
    3. Physics and Astronomy66.9%
  2. Everything else2633.1%
    1. Decision Sciences33.2%
  1. 1Computational Theory and Mathematics23% of their works
  2. 2Control and Systems Engineering21% of their works
  3. 3Electrical and Electronic Engineering10% of their works
  4. 4Statistical and Nonlinear Physics7% of their works
  5. 5Computational Mechanics3% of their works
  6. 6Management Science and Operations Research3% of their works

Research topics

Which keywords describe Ekaterina Auer's research?

The keywords of their largest research topics: Nonlinear Systems, Floating-Point Arithmetic, Interval Analysis, Machine Learning, Model Predictive Control, Optimization, Deep Learning and Partial Differential Equations.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most.

All 18 words, with their numbers
  1. Nonlinear Systems312 topics
  2. Floating-Point Arithmetic291 topic
  3. Interval Analysis291 topic
  4. Machine Learning222 topics
  5. Model Predictive Control161 topic
  6. Optimization161 topic
  7. Deep Learning151 topic
  8. Partial Differential Equations151 topic
  9. Modelica121 topic
  10. Simulation121 topic
  11. Fault Detection71 topic
  12. Process Monitoring71 topic
  13. Simulation Optimization71 topic
  14. Verification and Validation71 topic
  15. Hardware-in-the-Loop61 topic
  16. Model Checking61 topic
  17. Real-Time Simulation61 topic
  18. Symbolic Model Checker61 topic

Where does Ekaterina Auer work?

Ekaterina Auer's main affiliation in the publication record is University of Duisburg-Essen, Germany.

How many publications and citations does Ekaterina Auer have?

OpenAlex counts 80 works and 402 citations for Ekaterina Auer, an h-index of 10, ranking #5,500,931 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

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