Sebastian Trimpe
Sebastian Trimpe publishes mostly in Artificial Intelligence, Control and Systems Engineering and Industrial and Manufacturing Engineering, on topics such as Gaussian Processes and Bayesian Inference, Fault Detection and Control Systems and Advanced Control Systems Optimization.
- World rank
- #875,580 of 1,633,909 ranked researchers
- Rank in Germany
- #51,311 of 86,443
- Works
- 60
- Citations
- 108
- Citations per work
- 1.8
What does Sebastian Trimpe research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence31% of their works
- 2Control and Systems Engineering26% of their works
- 3Industrial and Manufacturing Engineering8% of their works
- 4Statistical and Nonlinear Physics7% of their works
- 5Statistics and Probability3% of their works
- 6Computer Vision and Pattern Recognition3% of their works
Research topics
Which keywords describe Sebastian Trimpe's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Gaussian Processes, Nonlinear Systems, Sparse Regression, Variational Inference, Neural Networks and Fault Detection.
- Active Learning
- Robustness
- Reinforcement Learning
- Adversarial Examples
- Model Reduction
- Optimization
- Fault Detection
- Variational Inference
- Nonlinear Systems
- Deep Learning
- Machine Learning
- Gaussian Processes
- Sparse Regression
- Neural Networks
- Model Predictive Control
- Process Monitoring
- Partial Differential Equations
- Parameter Estimation
- Robotics
- System Identification
- Semi-Supervised Learning
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
- Machine Learning235 topics
- Deep Learning215 topics
- Gaussian Processes112 topics
- Nonlinear Systems92 topics
- Sparse Regression91 topic
- Variational Inference91 topic
- Neural Networks62 topics
- Fault Detection51 topic
- Model Predictive Control51 topic
- Optimization51 topic
- Process Monitoring51 topic
- Model Reduction41 topic
- Partial Differential Equations41 topic
- Adversarial Examples31 topic
- Parameter Estimation31 topic
- Reinforcement Learning31 topic
- Robotics31 topic
- Robustness31 topic
- System Identification31 topic
- Active Learning21 topic
- Semi-Supervised Learning21 topic
Where does Sebastian Trimpe work?
Sebastian Trimpe's main affiliation in the publication record is Max Planck Institute for Intelligent Systems, Germany.
How many publications and citations does Sebastian Trimpe have?
Science Explorer counts 60 works and 108 citations for Sebastian Trimpe, ranking #875,580 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.