Pengfei Liang
Pengfei Liang publishes mostly in Control and Systems Engineering, Artificial Intelligence and Mechanical Engineering, on topics such as Machine Fault Diagnosis Techniques, Neural Networks and Applications and Fault Detection and Control Systems.
- World rank
- #642,759 of 1,633,909 ranked researchers
- Rank in China
- #47,871 of 187,979
- Works
- 21
- Citations
- 94
- Citations per work
- 4.5
What does Pengfei Liang 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 Engineering19% of their works
- 2Artificial Intelligence17% of their works
- 3Mechanical Engineering11% of their works
- 4Computer Vision and Pattern Recognition6% of their works
- 5Ocean Engineering6% of their works
- 6Ecology, Evolution, Behavior and Systematics3% of their works
Research topics
Which keywords describe Pengfei Liang's research?
The keywords of their largest research topics: Deep Learning, Machine Learning, Neural Networks, Vibration Analysis, Empirical Mode Decomposition, Fault Diagnosis, Backpropagation Learning and Fault Detection.
- Unsupervised
- High-Content Screening
- Biological Soil Crusts
- Anomaly Detection
- Self-Organizing Maps
- Mesh Stiffness
- Fault Detection
- Fault Diagnosis
- Vibration Analysis
- Machine Learning
- Deep Learning
- Neural Networks
- Empirical Mode Decomposition
- Backpropagation Learning
- Gear Dynamics
- Process Monitoring
- Agricultural Sustainability
- Bioimage Analysis
- Cyanobacteria
- Soil Erosion
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 20 words, with their numbers
- Deep Learning74 topics
- Machine Learning63 topics
- Neural Networks63 topics
- Vibration Analysis52 topics
- Empirical Mode Decomposition31 topic
- Fault Diagnosis31 topic
- Backpropagation Learning21 topic
- Fault Detection21 topic
- Gear Dynamics21 topic
- Mesh Stiffness21 topic
- Process Monitoring21 topic
- Self-Organizing Maps21 topic
- Agricultural Sustainability11 topic
- Anomaly Detection11 topic
- Bioimage Analysis11 topic
- Biological Soil Crusts11 topic
- Cyanobacteria11 topic
- High-Content Screening11 topic
- Soil Erosion11 topic
- Unsupervised11 topic
Where does Pengfei Liang work?
Pengfei Liang's main affiliation in the publication record is Yanshan University, China.
How many publications and citations does Pengfei Liang have?
Science Explorer counts 21 works and 94 citations for Pengfei Liang, ranking #642,759 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 Pengfei Liang
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