Wu Su  

Education

• 2021.09 - present, Peking University, Academy for Advanced Interdisciplinary Studies

  Data Science, Postgraduate (Ph.D).

  Modules: Machine Learning, Reinforcement Learning, Algorithms for Big Data Analysis, Optimization Theory and Algorithms, Algorithmic Analysis and Complexity Theory, Advanced Statistics, Modern Statistical Modeling, Deep Learning and Reinforcement Learning. 

• 2016.09 – 2020.06, China Jiliang University, College of Sciences

  Information and Computing Sciences, Bachelors.

  Modules: Mathematical Analysis, Advanced Algebra, Probability and Mathematical Statistics, Mathematical Modeling.

Publication

Weng, Z., Zhu, L., Li, J., Zhang, Y., Liu, X., Su, W., Sun, H., Li, X. (2025). Using EnKF Data Assimilation to Improve Predictions of Volcanic Ash Dispersion.  Journal of Geophysical Research: Atmospheres.


Su, W., Wang, B., Chen, H., Zhu, L., Zheng, X. and Chen, S.X. (2024). A new Global Carbon Flux estimation methodology by assimilation of both In-situ and Satellite CO2 Observations. npj Climate and Atmospheric Science. 

Tong, P., Su, W., Li, H., Ding, J., Zhan, H. and Chen, S.X. (2023). Distribution Free Domain Generalization. Proceedings of the 40th International Conference on Machine Learning (ICML 2023).

Maunscripts

Su, W. and Qiu, Y. (2025+). High-dimensional Clustering and Signal Recovery under Block Signals. R&R for Journal of the American Statistical Association.  

Su, W., E, X., Jing, Z. and Chen, S.X. (2023+). Glider Path Design and Control for Reconstructing Three-Dimensional Structures of Oceanic Mesoscale Eddies. Under review.


Qian, L., Su, W., Huang, Y. and Chen, S.X. (2025+). Likelihood Matching for Diffusion Model. Under review.


Du, T., Zhang, Y., Su, W., Jing, Z., Chen, Z., Qiu, Y., Zhang, H., Yang, S. and Ma, W. (2025+). Three-Dimensional Observations of a Mesoscale Eddy in the Kuroshio Extension Based on Multiple Platforms. Under review.

Research

Other