Duy Nguyen-Tuong
Duy Nguyen-Tuong publishes mostly in Control and Systems Engineering, Artificial Intelligence and Mechanical Engineering, on topics such as Gaussian Processes and Bayesian Inference, Control Systems and Identification and Fault Detection and Control Systems.
- World rank
- #463,341 of 7,710,434 ranked researchers
- Rank in Germany
- #22,732 of 364,343
- Works
- 49
- Citations
- 2.4k
- Citations per work
- 48.1
What does Duy Nguyen-Tuong research?
Duy Nguyen-Tuong's work is mostly in Engineering (59%), Computer Science (35%).
Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.
The fields and subfields, with their numbers
- Physical Sciences4694.2%
- Engineering2958.8%
- Computer Science1735.4%
- Everything else35.8%
- 1Control and Systems Engineering54% of their works
- 2Artificial Intelligence32% of their works
- 3Mechanical Engineering3% of their works
- 4Aerospace Engineering2% of their works
- 5Computer Vision and Pattern Recognition2% of their works
- 6Computational Theory and Mathematics1% of their works
Research topics
Which keywords describe Duy Nguyen-Tuong's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Gaussian Processes, Sparse Regression, Variational Inference, Parameter Estimation, System Identification and Neural Networks.
- Semi-Supervised Learning
- Robot Manipulators
- Robotics
- Robot Learning
- Optimization
- Process Monitoring
- Neural Networks
- Parameter Estimation
- Sparse Regression
- Machine Learning
- Deep Learning
- Gaussian Processes
- Variational Inference
- System Identification
- Fault Detection
- Model Predictive Control
- Grasping
- Reinforcement Learning
- Kinematic Analysis
- Active 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. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.
All 20 words, with their numbers
- Deep Learning494 topics
- Machine Learning443 topics
- Gaussian Processes282 topics
- Sparse Regression241 topic
- Variational Inference241 topic
- Parameter Estimation181 topic
- System Identification181 topic
- Neural Networks172 topics
- Fault Detection161 topic
- Process Monitoring161 topic
- Model Predictive Control151 topic
- Optimization151 topic
- Grasping121 topic
- Robot Learning121 topic
- Reinforcement Learning91 topic
- Robotics91 topic
- Kinematic Analysis81 topic
- Robot Manipulators81 topic
- Active Learning41 topic
- Semi-Supervised Learning41 topic
Where does Duy Nguyen-Tuong work?
Duy Nguyen-Tuong's main affiliation in the publication record is Robert Bosch (Germany), Germany.
How many publications and citations does Duy Nguyen-Tuong have?
OpenAlex counts 49 works and 2,356 citations for Duy Nguyen-Tuong, an h-index of 22, ranking #463,341 of 7,710,434 researchers worldwide on the quality score.
Ranked on field-normalised citation 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 have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.
Discussion
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