Short Bio
Rui Zhang received the BS degree from the School of Mathematical Science, East China Normal University, Shanghai, China, in 2019. He is currently working toward the PhD degree in the Academy of Mathematics and Systems Science (AMSS) of the Chinese Academy of Sciences (CAS), China. His current research interests include AI for scientific computing and interpretable machine learning. Welcome to contact with me: rayzhang@amss.ac.cn.
Experience
- 2019.9-2024.6 (Expected): PhD Student, Academy of Mathematics and Systems Science, Chinese Academy of Sciences
- Major: Probability and Mathematical Statistics
- Supervisor: Zhi-Ming Ma
- 2022.5-2023.7: Research Intern, AI4Science Asia, Microsoft Research
- Group: Large-scale PDEs
- Mentor: Qi Meng
- 2015.9-2019.6: BS, School of Mathematical Science, East China Normal University
- Major: Mathematics and Applied Mathematics
Selected Awards
- 2023: AMSS Special Prize of President Scholarship
- 2022: Hua Loo-Keng Scholarship
- 2019: Outstanding Undergraduate in Shanghai
- 2018: Second Prize, National Undergraduate Mathematics Contest Final
- 2016: Excellent Scholarship in ECNU
Publication
- Google Scholar
- Publication
- Recent Paper
- (Submitted) Zhang, R., Meng, Q., Zhu, R., Wang, Y., Shi, W., Zhang, S., Ma, Z.M., & Liu, T.Y. Monte Carlo Neural PDE Solver for Learning PDEs via Probabilistic Representation. arXiv preprint arXiv:2302.05104. Link Code
- Zhang, R., Meng, Q., & Ma, Z.M. (2023). Deciphering and integrating invariants for neural operator learning with various physical mechanisms. National Science Review. Link Code
Reviewers
- Transactions on Machine Learning Research
- IEEE Transactions on Services Computing
- AAAI Conference on Artificial Intelligence (AAAI)