Peter Benner
Peter Benner publishes mostly in Statistical and Nonlinear Physics, Control and Systems Engineering and Numerical Analysis, on topics such as Model Reduction and Neural Networks, Numerical methods for differential equations and Matrix Theory and Algorithms.
- World rank
- #593,458 of 1,633,909 ranked researchers
- Rank in Germany
- #35,235 of 86,443
- Works
- 254
- Citations
- 569
- Citations per work
- 2.2
What does Peter Benner 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 Physics19% of their works
- 2Control and Systems Engineering13% of their works
- 3Numerical Analysis12% of their works
- 4Computational Theory and Mathematics10% of their works
- 5Computational Mechanics7% of their works
- 6Electrical and Electronic Engineering6% of their works
Research topics
- Model Reduction and Neural Networks
- Numerical methods for differential equations
- Matrix Theory and Algorithms
- Probabilistic and Robust Engineering Design
- Real-time simulation and control systems
- Advanced Control Systems Optimization
- Control Systems and Identification
- Electromagnetic Simulation and Numerical Methods
Which keywords describe Peter Benner's research?
The keywords of their largest research topics: Nonlinear Systems, Deep Learning, Partial Differential Equations, Differential Equations, Numerical Integration, Matrix Computations, Numerical Linear Algebra and Stability Analysis.
- Finite-Difference Time-Domain
- System Identification
- Optimization
- Real-Time Simulation
- Uncertainty Quantification
- Stability Analysis
- Matrix Computations
- Differential Equations
- Deep Learning
- Nonlinear Systems
- Partial Differential Equations
- Numerical Integration
- Numerical Linear Algebra
- Sensitivity Analysis
- Hardware-in-the-Loop
- Model Predictive Control
- Parameter Estimation
- Electromagnetics
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
- Nonlinear Systems662 topics
- Deep Learning571 topic
- Partial Differential Equations571 topic
- Differential Equations341 topic
- Numerical Integration341 topic
- Matrix Computations231 topic
- Numerical Linear Algebra231 topic
- Stability Analysis152 topics
- Sensitivity Analysis121 topic
- Uncertainty Quantification121 topic
- Hardware-in-the-Loop111 topic
- Real-Time Simulation111 topic
- Model Predictive Control91 topic
- Optimization91 topic
- Parameter Estimation71 topic
- System Identification71 topic
- Electromagnetics61 topic
- Finite-Difference Time-Domain61 topic
Where does Peter Benner work?
Peter Benner's main affiliation in the publication record is Max Planck Institute for Dynamics of Complex Technical Systems, Germany.
How many publications and citations does Peter Benner have?
Science Explorer counts 254 works and 569 citations for Peter Benner, ranking #593,458 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.