Yuan Yang

杨渊

messiyuan16@gmail.com | (+86) 18810220137 | Dongguan, China | GitHub

Education

University of Chinese Academy of Sciences
PhD in Theoretical Physics
Taiyuan University of Technology
Bachelor in Material Science

Working Experience

Great Bay University (大湾区大学)
Postdoctoral Researcher
Southern University of Science and Technology
Postdoctoral Researcher

Research Fields

Main Publications

Open Source Projects

Visualization of Quantum Many-body Phases
Using unsupervised ML (t-SNE) for dimensionality reduction clustering of quantum phases
github.com/yangyuan16/QSvisualization
Quantum Circuits Simulate Dynamics of Quantum Systems
Quantum circuit design using IBM's Qiskit
github.com/yangyuan16/QC-alpha-circuit
Cross-sectional asset pricing in Chinese A-share market
Factor construction using financial statement data
github.com/open-assetpricing-china/stock-predictors

Skills

Numerical Methods: Tensor Network DMRG
Programming: Python Matlab C++
Data Analysis: Pandas Matplotlib Scikit-learn PyTorch
Others: Linux Git