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Researcher · University of Siegen · Germany

Oliver Nelles

Oliver Nelles publishes mostly in Control and Systems Engineering, Artificial Intelligence and Automotive Engineering, on topics such as Neural Networks and Applications, Control Systems and Identification and Fuzzy Logic and Control Systems.

ORCID 0000-0002-9471-8106 OpenAlex
World rank
#230,544
of 1,633,909 ranked researchers
Rank in Germany
#13,969
of 86,443
Works
68
Citations
232
Citations per work
3.4

What does Oliver Nelles research?

Control and Systems Engineering: 33.8%Artificial Intelligence: 31.1%Automotive Engineering: 5.4%Civil and Structural Engineering: 5.4%other fields: 24.3%34%top field
Control and Systems Engineering33.8%Artificial Intelligence31.1%Automotive Engineering5.4%Civil and Structural Engineering5.4%other fields24.3%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Control and Systems Engineering34% of their works
  2. 2Artificial Intelligence31% of their works
  3. 3Automotive Engineering5% of their works
  4. 4Civil and Structural Engineering5% of their works
  5. 5Mechanical Engineering5% of their works
  6. 6Electrical and Electronic Engineering3% of their works

Research topics

Which keywords describe Oliver Nelles's research?

The keywords of their largest research topics: System Identification, Machine Learning, Deep Learning, Neural Networks, Backpropagation Learning, Self-Organizing Maps, Nonlinear Models and Parameter Estimation.

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 21 words, with their numbers
  1. System Identification172 topics
  2. Machine Learning162 topics
  3. Deep Learning142 topics
  4. Neural Networks142 topics
  5. Backpropagation Learning121 topic
  6. Self-Organizing Maps121 topic
  7. Nonlinear Models91 topic
  8. Parameter Estimation91 topic
  9. Fault Detection81 topic
  10. Fuzzy Logic Systems81 topic
  11. Process Monitoring81 topic
  12. Type-2 Fuzzy Sets81 topic
  13. Model Predictive Control62 topics
  14. Nonlinear Systems41 topic
  15. Optimization41 topic
  16. Crack Detection21 topic
  17. Electric Vehicles21 topic
  18. Hybrid Vehicles21 topic
  19. PID Control21 topic
  20. Pavement21 topic
  21. Support Vector Machines21 topic

Where does Oliver Nelles work?

Oliver Nelles's main affiliation in the publication record is University of Siegen, Germany.

How many publications and citations does Oliver Nelles have?

Science Explorer counts 68 works and 232 citations for Oliver Nelles, ranking #230,544 of 1,633,909 researchers worldwide on the composite 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 are in the interactive view on the map. Is this your page? Request a correction or removal.