Duy Nguyen-Tuong
Duy Nguyen-Tuong publishes mostly in Control and Systems Engineering, Artificial Intelligence and Management Science and Operations Research, on topics such as Gaussian Processes and Bayesian Inference, Control Systems and Identification and Fault Detection and Control Systems.
- World rank
- #195,601 of 1,633,909 ranked researchers
- Rank in Germany
- #11,946 of 86,443
- Works
- 21
- Citations
- 209
- Citations per work
- 10.0
What does Duy Nguyen-Tuong 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 Engineering56% of their works
- 2Artificial Intelligence32% of their works
- 3Management Science and Operations Research4% of their works
- 4Computational Mechanics4% of their works
- 5Mechanical Engineering4% of their works
Research topics
Which keywords describe Duy Nguyen-Tuong's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Gaussian Processes, Sparse Regression, Variational Inference, Parameter Estimation, System Identification and Fault Detection.
- NURBS
- GMDH-type Neural Networks
- Active Learning
- Optimization
- Kinematic Analysis
- Fault Detection
- Parameter Estimation
- Sparse Regression
- Deep Learning
- Machine Learning
- Gaussian Processes
- Variational Inference
- System Identification
- Process Monitoring
- Model Predictive Control
- Robot Manipulators
- Finite Elements
- Inductive Modeling
- 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 19 words, with their numbers
- Machine Learning124 topics
- Deep Learning72 topics
- Gaussian Processes72 topics
- Sparse Regression61 topic
- Variational Inference61 topic
- Parameter Estimation51 topic
- System Identification51 topic
- Fault Detection41 topic
- Process Monitoring41 topic
- Kinematic Analysis21 topic
- Model Predictive Control21 topic
- Optimization21 topic
- Robot Manipulators21 topic
- Active Learning11 topic
- Finite Elements11 topic
- GMDH-type Neural Networks11 topic
- Inductive Modeling11 topic
- NURBS11 topic
- Semi-Supervised Learning11 topic
Where does Duy Nguyen-Tuong work?
Duy Nguyen-Tuong's main affiliation in the publication record is Max Planck Institute for Biological Cybernetics, Germany.
How many publications and citations does Duy Nguyen-Tuong have?
Science Explorer counts 21 works and 209 citations for Duy Nguyen-Tuong, ranking #195,601 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.