Nan Xiao
Nan Xiao publishes mostly in Control and Systems Engineering, Mechanical Engineering and Computer Networks and Communications, on topics such as Stability and Control of Uncertain Systems, Traffic control and management and Reinforcement Learning in Robotics.
- World rank
- #1,077,976 of 1,633,909 ranked researchers
- Rank in Singapore
- #3,688 of 5,048
- Works
- 41
- Citations
- 76
- Citations per work
- 1.9
What does Nan Xiao 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 Engineering23% of their works
- 2Mechanical Engineering13% of their works
- 3Computer Networks and Communications13% of their works
- 4Mechanics of Materials7% of their works
- 5Electrical and Electronic Engineering7% of their works
- 6Artificial Intelligence7% of their works
Research topics
- Stability and Control of Uncertain Systems
- Traffic control and management
- Reinforcement Learning in Robotics
- Target Tracking and Data Fusion in Sensor Networks
- Distributed Sensor Networks and Detection Algorithms
- Autonomous Vehicle Technology and Safety
- Simulation and Modeling Applications
- Stability and Controllability of Differential Equations
Which keywords describe Nan Xiao's research?
The keywords of their largest research topics: Reinforcement Learning, Deep Learning, Networked Control Systems, Sensor Fusion, Stability Analysis, Microscopic Simulation, Traffic Flow and Autonomous Vehicles.
- Trajectory Prediction
- Robotics
- Optimization
- Neural Networks
- Distributed Detection
- Autonomous Vehicles
- Microscopic Simulation
- Sensor Fusion
- Deep Learning
- Reinforcement Learning
- Networked Control Systems
- Stability Analysis
- Traffic Flow
- Boundary Control
- Distributed Parameter Systems
- Nonlinear Estimation
- Particle Filters
- Simulation
- Wireless Sensor Networks
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
- Reinforcement Learning52 topics
- Deep Learning42 topics
- Networked Control Systems41 topic
- Sensor Fusion42 topics
- Stability Analysis41 topic
- Microscopic Simulation31 topic
- Traffic Flow31 topic
- Autonomous Vehicles21 topic
- Boundary Control21 topic
- Distributed Detection21 topic
- Distributed Parameter Systems21 topic
- Neural Networks21 topic
- Nonlinear Estimation21 topic
- Optimization21 topic
- Particle Filters21 topic
- Robotics21 topic
- Simulation21 topic
- Trajectory Prediction21 topic
- Wireless Sensor Networks21 topic
Where does Nan Xiao work?
Nan Xiao's main affiliation in the publication record is Nanyang Technological University, Singapore.
How many publications and citations does Nan Xiao have?
Science Explorer counts 41 works and 76 citations for Nan Xiao, ranking #1,077,976 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.
Other researchers named Nan Xiao
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