CV
Zihan Zhou
| Email: zihanzhou1@link.cuhk.edu.cn |
Tel: (+86) 13098696800 |
Education Background
| The Chinese University of Hong Kong, Shenzhen |
09/2023 – Present |
|
| MPhil-PhD in Data Science |
Cum GPA: 3.811/4.0 |
Supervisor: Prof. Tianshu Yu |
| The Chinese University of Hong Kong, Shenzhen |
09/2019 – 06/2023 |
|
| B.S. in Mathematics and Applied Mathematics |
Cum GPA: 3.513/4.0 |
Honors, First Class |
Research Interest
- Design and analysis of continuous/discrete diffusion processes
- Solving PDE forward and inverse problems
- Integration of physical priors and design of invariant/equivariant diffusion models
- Generation of molecular conformations and modeling of protein dynamics
Research Projects
Chromatography for Parameter Estimation | 06/2024 – Present
Apply deep learning methods to simulate the chromatography process, which is governed by PDEs and infer possible PDE parameters from observed wet lab results: