Jiaoyang Huang
Jiaoyang Huang publishes mostly in Statistics and Probability, Mathematical Physics and Artificial Intelligence, on topics such as Random Matrices and Applications, Stochastic processes and statistical mechanics and Stochastic Gradient Optimization Techniques.
- World rank
- #1,041,500 of 1,633,909 ranked researchers
- Rank in Switzerland
- #14,796 of 19,404
- Works
- 36
- Citations
- 54
- Citations per work
- 1.5
What does Jiaoyang Huang research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Statistics and Probability26% of their works
- 2Mathematical Physics26% of their works
- 3Artificial Intelligence21% of their works
- 4Geometry and Topology8% of their works
- 5Discrete Mathematics and Combinatorics5% of their works
- 6Applied Mathematics3% of their works
Research topics
Which keywords describe Jiaoyang Huang's research?
The keywords of their largest research topics: Eigenvalues, Covariance Matrices, Random Matrix Theory, Approximation Algorithms, Interacting Particle Systems, Scaling Limits, Deep Learning and Neural Networks.
- Self-Organizing Maps
- Topological Indices
- Markov Chain
- Combinatorics
- Stochastic Gradient Descent
- Dynamical Systems
- Neural Networks
- Scaling Limits
- Approximation Algorithms
- Covariance Matrices
- Eigenvalues
- Random Matrix Theory
- Interacting Particle Systems
- Deep Learning
- Chaos
- Random Projections
- Bayesian Monte Carlo
- Graph Spectra
- Permutations
- Backpropagation 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 20 words, with their numbers
- Eigenvalues102 topics
- Covariance Matrices81 topic
- Random Matrix Theory81 topic
- Approximation Algorithms52 topics
- Interacting Particle Systems51 topic
- Scaling Limits51 topic
- Deep Learning42 topics
- Neural Networks42 topics
- Chaos31 topic
- Dynamical Systems31 topic
- Random Projections31 topic
- Stochastic Gradient Descent31 topic
- Bayesian Monte Carlo21 topic
- Combinatorics21 topic
- Graph Spectra21 topic
- Markov Chain21 topic
- Permutations21 topic
- Topological Indices21 topic
- Backpropagation Learning11 topic
- Self-Organizing Maps11 topic
Where does Jiaoyang Huang work?
Jiaoyang Huang's main affiliation in the publication record is University of Applied Sciences and Arts of Southern Switzerland, Switzerland.
How many publications and citations does Jiaoyang Huang have?
Science Explorer counts 36 works and 54 citations for Jiaoyang Huang, ranking #1,041,500 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.