BIMSA > 孙泽钜
助理研究员 孙泽钜

团队: 统计、概率和数据科学

办公室: A12-204

邮箱: sunzeju@bimsa.cn

研究方向: 控制论

研究兴趣

  • 非线性滤波和算法
  • 滤波理论与深度学习
  • 随机控制和非线性滤波
  • 随机偏微分方程数值解

教育经历

  • 2020 - 2025      清华大学      数学      Ph.D      (Supervisor: 丘成栋)
  • 2016 - 2020      清华大学      数学      Bachelor

工作经历

  • 2025 -      BIMSA      助理研究员

出版物

  • [1] Xiuqiong Chen*, Zeju Sun*, Yangtianze Tao, and Stephen Shing-Toung Yau, A Uniform Framework of Yau-Yau Algorithm Based on Deep Learning with the Capability of Overcoming the Curse of Dimensionality, accepted by IEEE Transactions on Automatic Control(2024)
  • [2] Xiaopei Jiao*, Shaojun Pei*, Zeju Sun, Jiayi Kang and Stephen S.-T. Yau, Determination of the nucleotide or amino acid composition of genome or protein sequences by using natural vector method and convex hull principle, Fundamental Research, 1(5), 559-564 (2021)
  • [3] Z Sun, X Chen, SST Yau, Recurrent neural network spectral method and its application in stable filtering problems, Automatica, 173, 112067 (2025)
  • [4] Z Sun, SST Yau, The Applications of Yau-Yau Algorithm on McKean-Vlasov Filtering Problem, Journal of Systems Science and Complexity, 38(1), 79-97 (2025)
  • [5] W Cao, T Zhang, Z Sun, C Liu, SST Yau, SE Li, Nonlinear Bayesian Filtering with Natural Gradient Gaussian Approximation, arXiv (2024)
  • [6] Z Sun, X Chen, SST Yau, On the Convergence Analysis of Yau-Yau Nonlinear Filtering Algorithm: from a Probabilistic Perspective, arXiv (2024)
  • [7] Z Sun, SST Yau, Solving nonlinear filtering problems with correlated noise based on Hermite–Galerkin spectral method, Automatica, 156, 111176 (2023)
  • [8] Z Sun, S Pei, RL He, SST Yau, A novel numerical representation for proteins: three-dimensional chaos game representation and its extended natural vector, Computational and Structural Biotechnology Journal, 18, 1904-1913 (2020)
  • [9] STY Stephen, X Chen, X Jiao, J Kang, Z Sun, Y Tao, Principles of Nonlinear Filtering Theory,

 

更新时间: 2025-07-20 17:00:08