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Researcher · University of Konstanz · Germany

Stefan Volkwein

Stefan Volkwein publishes mostly in Statistical and Nonlinear Physics, Control and Systems Engineering and Computational Mechanics, on topics such as Model Reduction and Neural Networks, Advanced Numerical Methods in Computational Mathematics and Probabilistic and Robust Engineering Design.

ORCID 0000-0002-1930-1773 OpenAlex
World rank
#108,735
of 1,633,909 ranked researchers
Rank in Germany
#6,928
of 86,443
Works
48
Citations
509
Citations per work
10.6

What does Stefan Volkwein research?

Statistical and Nonlinear Physics: 21.1%Control and Systems Engineering: 16.7%Computational Mechanics: 13.3%Numerical Analysis: 10.0%other fields: 38.9%21%top field
Statistical and Nonlinear Physics21.1%Control and Systems Engineering16.7%Computational Mechanics13.3%Numerical Analysis10.0%other fields38.9%

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

  1. 1Statistical and Nonlinear Physics21% of their works
  2. 2Control and Systems Engineering17% of their works
  3. 3Computational Mechanics13% of their works
  4. 4Numerical Analysis10% of their works
  5. 5Statistics, Probability and Uncertainty10% of their works
  6. 6Computational Theory and Mathematics8% of their works

Research topics

Which keywords describe Stefan Volkwein's research?

The keywords of their largest research topics: Nonlinear Systems, Deep Learning, Partial Differential Equations, Finite Element Methods, Fluid-Structure Interaction, Sensitivity Analysis, Uncertainty Quantification and 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 17 words, with their numbers
  1. Nonlinear Systems252 topics
  2. Deep Learning191 topic
  3. Partial Differential Equations191 topic
  4. Finite Element Methods111 topic
  5. Fluid-Structure Interaction111 topic
  6. Sensitivity Analysis91 topic
  7. Uncertainty Quantification91 topic
  8. Differential Equations81 topic
  9. Numerical Integration81 topic
  10. Model Predictive Control61 topic
  11. Optimization61 topic
  12. Boundary Control51 topic
  13. Distributed Parameter Systems51 topic
  14. Heterogeneous31 topic
  15. Matrix Computations31 topic
  16. Multiscale Methods31 topic
  17. Numerical Linear Algebra31 topic

Where does Stefan Volkwein work?

Stefan Volkwein's main affiliation in the publication record is University of Konstanz, Germany.

How many publications and citations does Stefan Volkwein have?

Science Explorer counts 48 works and 509 citations for Stefan Volkwein, ranking #108,735 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.