Deren Han
Deren Han publishes mostly in Numerical Analysis, Computational Theory and Mathematics and Computational Mechanics, on topics such as Advanced Optimization Algorithms Research, Optimization and Variational Analysis and Sparse and Compressive Sensing Techniques.
- World rank
- #1,288,767 of 1,633,909 ranked researchers
- Rank in China
- #130,639 of 187,979
- Works
- 28
- Citations
- 55
- Citations per work
- 2.0
What does Deren Han research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Numerical Analysis17% of their works
- 2Computational Theory and Mathematics17% of their works
- 3Computational Mechanics15% of their works
- 4Artificial Intelligence13% of their works
- 5Mathematical Physics8% of their works
- 6Signal Processing6% of their works
Research topics
- Advanced Optimization Algorithms Research
- Optimization and Variational Analysis
- Sparse and Compressive Sensing Techniques
- Neural Networks and Applications
- Stochastic Gradient Optimization Techniques
- Control Systems and Identification
- Direction-of-Arrival Estimation Techniques
- Numerical methods in inverse problems
Which keywords describe Deren Han's research?
The keywords of their largest research topics: Convex Optimization, Optimization Software, Semidefinite Programming, Iterative Algorithms, Nonlinear Operators, Compressed Sensing, Deep Learning and Neural Networks.
- Inverse Problems
- Array Processing
- Stochastic Gradient Descent
- Random Projections
- Backpropagation Learning
- Neural Networks
- Compressed Sensing
- Iterative Algorithms
- Optimization Software
- Convex Optimization
- Semidefinite Programming
- Nonlinear Operators
- Deep Learning
- Sparse Representation
- Parameter Estimation
- Self-Organizing Maps
- System Identification
- Direction-of-Arrival Estimation
- Regularization Methods
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
- Convex Optimization173 topics
- Optimization Software81 topic
- Semidefinite Programming81 topic
- Iterative Algorithms71 topic
- Nonlinear Operators71 topic
- Compressed Sensing61 topic
- Deep Learning62 topics
- Neural Networks62 topics
- Sparse Representation61 topic
- Backpropagation Learning31 topic
- Parameter Estimation31 topic
- Random Projections31 topic
- Self-Organizing Maps31 topic
- Stochastic Gradient Descent31 topic
- System Identification31 topic
- Array Processing21 topic
- Direction-of-Arrival Estimation21 topic
- Inverse Problems21 topic
- Regularization Methods21 topic
Where does Deren Han work?
Deren Han's main affiliation in the publication record is Beihang University, China.
How many publications and citations does Deren Han have?
Science Explorer counts 28 works and 55 citations for Deren Han, ranking #1,288,767 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 Deren Han
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