Group: Statistics, Probability and Data Science
Office: A3-2-101
Email: sunnan@bimsa.cn
Research Field: Bioinformatics, Machine learning, Applied mathematics
Education Experience
- 2019 - 2024 Tsinghua University Applied Mathematics Ph.D (Supervisor: Stephen Shing-Toung Yau)
- 2015 - 2019 Dalian University of Technology Information and Computing Science Bachelor
Work Experience
- 2023 - 2023 DP Technology (Beijing) AI4S Innovative Algorithm Researcher (Internship)
Publication
- [1] Mengcen Guan*, Nan Sun*, and Stephen S-T. Yau#, Geometric analysis of SARS-CoV-2 variants, Gene, 909, 148291 (2024)
- [2] Harris Song*, Nan Sun*, Wenping Yu and Stephen S-T. Yau, , A Novel Natural Graph for Efficient Clustering of Virus Genome Sequences, Current Bioinformatics(2023), 687-703
- [3] 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
- [4] Nan Sun, Xin Zhao and Stephen S.-T. Yau#, An efficient numerical representation of genome sequence: natural vector with covariance component, PeerJ, 10(2022), 1-22
- [5] Nan Sun, Jie Yang and Stephen S.-T. Yau#, Identification of HIV rapid mutations using differences in nucleotide distribution over time, Genes, 13(2022), 1-15
- [6] 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
- [7] 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(2021), 4226-4234
- [8] 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, 12(2020), 1688-1698
Update Time: 2025-06-10 23:13:57