Ralf Zimmermann
Ralf Zimmermann publishes mostly in Statistical and Nonlinear Physics, Computational Theory and Mathematics and Statistics, Probability and Uncertainty, on topics such as Model Reduction and Neural Networks, Probabilistic and Robust Engineering Design and Matrix Theory and Algorithms.
- World rank
- #343,623 of 1,633,909 ranked researchers
- Rank in Denmark
- #2,603 of 10,734
- Works
- 26
- Citations
- 159
- Citations per work
- 6.1
What does Ralf Zimmermann research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistical and Nonlinear Physics16% of their works
- 2Computational Theory and Mathematics12% of their works
- 3Statistics, Probability and Uncertainty12% of their works
- 4Computational Mechanics9% of their works
- 5Control and Systems Engineering7% of their works
- 6Numerical Analysis7% of their works
Research topics
- Model Reduction and Neural Networks
- Probabilistic and Robust Engineering Design
- Matrix Theory and Algorithms
- Advanced Numerical Methods in Computational Mathematics
- Geometric Analysis and Curvature Flows
- Numerical methods in inverse problems
- Numerical methods for differential equations
- DNA and Biological Computing
Which keywords describe Ralf Zimmermann's research?
The keywords of their largest research topics: Inverse Problems, Deep Learning, Partial Differential Equations, Sensitivity Analysis, Uncertainty Quantification, Matrix Computations, Numerical Linear Algebra and Differential Equations.
- DNA Computing
- Regularization Methods
- Numerical Integration
- Fluid-Structure Interaction
- Differential Equations
- Matrix Computations
- Sensitivity Analysis
- Deep Learning
- Inverse Problems
- Partial Differential Equations
- Uncertainty Quantification
- Numerical Linear Algebra
- Finite Element Methods
- Ill-Posed Problems
- Optimal Transport
- Ricci Curvature
- Molecular Computation
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
- Inverse Problems92 topics
- Deep Learning71 topic
- Partial Differential Equations71 topic
- Sensitivity Analysis51 topic
- Uncertainty Quantification51 topic
- Matrix Computations41 topic
- Numerical Linear Algebra41 topic
- Differential Equations21 topic
- Finite Element Methods21 topic
- Fluid-Structure Interaction21 topic
- Ill-Posed Problems21 topic
- Numerical Integration21 topic
- Optimal Transport21 topic
- Regularization Methods21 topic
- Ricci Curvature21 topic
- DNA Computing11 topic
- Molecular Computation11 topic
Where does Ralf Zimmermann work?
Ralf Zimmermann's main affiliation in the publication record is University of Southern Denmark, Denmark.
How many publications and citations does Ralf Zimmermann have?
Science Explorer counts 26 works and 159 citations for Ralf Zimmermann, ranking #343,623 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.
Other researchers named Ralf Zimmermann
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.