个人简介

教育经历

• 2019 - 2024 | 清华大学 | 应用数学 | 理学博士
• 2015 - 2019 | 大连理工大学 | 信息与计算科学 | 理学学士

工作经历

• 2024 - 2026 | 清华大学丘成桐数学科学中心、北京雁栖湖应用数学研究院 | 联培博士后
• 2023 - 2023 | 深势科技（北京） | AI4S创新算法实习生

荣誉与奖项

• 2024 | 北京市优秀毕业生
• 2023 | 国家奖学金

出版物

• [1] 孙楠，丘成栋，余泓谕，周丕宇，赵春阳，魏君陶, 一种基于凸包几何约束的基因变异的类别预测方法及装置, 中国发明专利, CN122050533A (2026)
• [2] Xiang Shi, Jiayi Kang, Nan Sun, Xin Zhao, and Stephen S.-T. Yau, Multi-perspective Natural Vector: A Novel Method for Viral Sequence Feature Extraction, Journal of Computational Biology, 33, 255-266 (2026)
• [3] Nan Sun, Yu Wang, Xiang Shi, Dengcheng Yang, Rongling Wu##, and Stephen S.-T. Yau#, scMFF: A Machine Learning Framework with Multiple Feature Fusion Strategies for Cell Type Identification, BMC Bioinformatics, 26, 277 (2025)
• [4] 姚响芸，李欣，孙楠，崔立刚, 一种超声图像中喉返神经及其相邻解剖结构的识别方法, 中国发明专利, CN120451683B（与北医三院合作） (2025)
• [5] Hongyu Yu*, Nan Sun*, Ruohan Ren*, Tao Zhou*, Mengcen Guan*, Leqi Zhao*, Stephen S-T Yau#, The grand biological universe: A comprehensive geometric construction of genome space, The Innovation, 6(8), 100937 (2025)
• [6] Mengcen Guan*, Nan Sun*, and Stephen S-T. Yau#, Geometric analysis of SARS-CoV-2 variants, Gene, 909, 148291 (2024)
• [7] Harris Song*, Nan Sun*, Wenping Yu and Stephen S-T. Yau#, , A Novel Natural Graph for Efficient Clustering of Virus Genome Sequences, Current Bioinformatics, 687-703 (2023)
• [8] Nan Sun, Hongyu Yu, Ruohan Ren, Tao Zhou, Mengcen Guan, Leqi Zhao, Stephen S.-T. Yau#, Grand Biological Universe: Genome space geometry unravels looking for a single metric is likely to be futile in evolution, bioRxiv (2023)
• [9] Meng Fang*, Jiawei Xu*, Nan Sun and Stephen S.-T. Yau#, Generating Minimal Models of H1N1 NS1 Gene Sequences Using Alignment-based and Alignment-free Algorithms, Genes, 14:186(2023), 1-11
• [10] Nan Sun, Xin Zhao and Stephen S.-T. Yau#, An efficient numerical representation of genome sequence: Natural vector with covariance component, PeerJ, 10, e13544 (2022)
• [11] Nan Sun, Jie Yang and Stephen S.-T. Yau#, Identification of HIV rapid mutations using differences in nucleotide distribution over time, Genes, 13(2), 170 (2022)
• [12] Nan Sun and Stephen S.-T. Yau#, In-depth Investigation of the Point Mutation Pattern of HIV-1, Frontiers in Cellular and Infection Microbiology, 12:1033481(2022), 1-11
• [13] Nan Sun*, Shaojun Pei*, Lily He, Changchuan Yin, Rong Lucy He and Stephen S.-T. Yau#, Geometric construction of viral genome space and its applications, Computational and Structural Biotechnology Journal, 19, 4226-4234 (2021)
• [14] Nan Sun*, Rui Dong*, Shaojun Pei, Changchuan Yin and Stephen S.-T. Yau#, A new method based on coding sequence density to cluster bacteria, Journal of Computational Biology, 27(12), 1688-1698 (2020)