Sebastian Peitz
Sebastian Peitz publishes mostly in Control and Systems Engineering, Statistical and Nonlinear Physics and Computational Theory and Mathematics, on topics such as Model Reduction and Neural Networks, Advanced Multi-Objective Optimization Algorithms and Probabilistic and Robust Engineering Design.
- World rank
- #578,443 of 1,633,909 ranked researchers
- Rank in Germany
- #34,373 of 86,443
- Works
- 27
- Citations
- 100
- Citations per work
- 3.7
What does Sebastian Peitz research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Control and Systems Engineering16% of their works
- 2Statistical and Nonlinear Physics14% of their works
- 3Computational Theory and Mathematics14% of their works
- 4Computational Mechanics8% of their works
- 5Numerical Analysis8% of their works
- 6Artificial Intelligence8% of their works
Research topics
- Model Reduction and Neural Networks
- Advanced Multi-Objective Optimization Algorithms
- Probabilistic and Robust Engineering Design
- Gaussian Processes and Bayesian Inference
- Optimization and Variational Analysis
- Advanced Control Systems Optimization
- Process Optimization and Integration
- Advanced Optimization Algorithms Research
Which keywords describe Sebastian Peitz's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Optimization, Model Reduction, Partial Differential Equations, Evolutionary Algorithms, Multiobjective Optimization and Sensitivity Analysis.
- Semidefinite Programming
- Robust Control
- Optimization Software
- Model Predictive Control
- Gaussian Processes
- Sensitivity Analysis
- Evolutionary Algorithms
- Model Reduction
- Machine Learning
- Deep Learning
- Optimization
- Partial Differential Equations
- Multiobjective Optimization
- Uncertainty Quantification
- Iterative Algorithms
- Nonlinear Operators
- Process Intensification
- Scheduling
- Variational Inference
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 19 words, with their numbers
- Deep Learning72 topics
- Machine Learning72 topics
- Optimization63 topics
- Model Reduction51 topic
- Partial Differential Equations51 topic
- Evolutionary Algorithms31 topic
- Multiobjective Optimization31 topic
- Sensitivity Analysis31 topic
- Uncertainty Quantification31 topic
- Gaussian Processes21 topic
- Iterative Algorithms21 topic
- Model Predictive Control21 topic
- Nonlinear Operators21 topic
- Optimization Software21 topic
- Process Intensification21 topic
- Robust Control21 topic
- Scheduling21 topic
- Semidefinite Programming21 topic
- Variational Inference21 topic
Where does Sebastian Peitz work?
Sebastian Peitz's main affiliation in the publication record is Paderborn University, Germany.
How many publications and citations does Sebastian Peitz have?
Science Explorer counts 27 works and 100 citations for Sebastian Peitz, ranking #578,443 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.