Biography

Prof. Guowei Wei

Michigan State University, USA


Email: [email protected]


Qualifications

1996 Ph.D., University of British Columbia, Canada

1988 M.Sc., Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, China


Publications (Selected)

  1. Wee, J., Chen, J., & Wei, G. W. (2024). Preventing future zoonosis: SARS-CoV-2 mutations enhance human–animal cross-transmission. Computers in Biology and Medicine, 182, 109101.
  2. Suwayyid, F., & Wei, G. W. (2024). Persistent mayer dirac. Journal of Physics: Complexity, 5(4), 045005.
  3. Shen, L., Feng, H., Li, F., Lei, F., Wu, J., & Wei, G. W. (2024). Knot data analysis using multiscale Gauss link integral. Proceedings of the National Academy of Sciences, 121(42), e2408431121.
  4. Bhusal, G., Merkurjev, E., & Wei, G. W. (2024). Persistent Laplacian-enhanced algorithm for scarcely labeled data classification. Machine Learning, 113(10), 7267-7292.
  5. Jiang, J., Chen, L., Ke, L., Dou, B., Zhang, C., Feng, H., ... & Wei, G. (2024). A review of transformers in drug discovery and beyond. Journal of Pharmaceutical Analysis, 101081.
  6. Hozumi, Y., & Wei, G. W. (2024). Analyzing single cell RNA sequencing with topological nonnegative matrix factorization. Journal of Computational and Applied Mathematics, 445, 115842.
  7. Jiang, J., Ke, L., Chen, L., Dou, B., Zhu, Y., Liu, J., ... & Wei, G. W. (2024). Transformer technology in molecular science. Wiley Interdisciplinary Reviews: Computational Molecular Science, 14(4), e1725.
  8. Chen, D., Liu, J., & Wei, G. W. (2024). Multiscale topology-enabled structure-to-sequence transformer for protein–ligand interaction predictions. Nature Machine Intelligence, 6(7), 799-810.
  9. Wang, R., Feng, H., & Wei, G. W. (2023). ChatGPT in Drug Discovery: A Case Study on Anticocaine Addiction Drug Development with Chatbots. Journal of chemical information and modeling, 63(22), 7189-7209.
  10. Qiu, Y., & Wei, G. W. (2023). Artificial intelligence-aided protein engineering: from topological data analysis to deep protein language models. Briefings in bioinformatics, 24(5), bbad289.
  11. Hozumi, Y., Tanemura, K. A., & Wei, G. W. (2023). Preprocessing of single cell RNA sequencing data using correlated clustering and projection. Journal of chemical information and modeling, 64(7), 2829-2838.
  12. Dou, B., Zhu, Z., Merkurjev, E., Ke, L., Chen, L., Jiang, J., ... & Wei, G. W. (2023). Machine learning methods for small data challenges in molecular science. Chemical Reviews, 123(13), 8736-8780.
  13. Feng, H., Jiang, J., & Wei, G. W. (2023). Machine-learning repurposing of DrugBank compounds for opioid use disorder. Computers in biology and medicine, 160, 106921.
  14. Shen, L., Feng, H., Qiu, Y., & Wei, G. W. (2023). SVSBI: sequence-based virtual screening of biomolecular interactions. Communications biology, 6(1), 536.
  15. Wang, R., & Wei, G. W. (2023). Persistent path laplacian. Foundations of data science (Springfield, Mo.), 5(1), 26.
  16. Qiu, Y., & Wei, G. W. (2023). Persistent spectral theory-guided protein engineering. Nature computational science, 3(2), 149-163.
  17. Chen, J., Qiu, Y., Wang, R., & Wei, G. W. (2022). Persistent Laplacian projected Omicron BA. 4 and BA. 5 to become new dominating variants. Computers in Biology and Medicine, 151, 106262.
  18. Soares, T. A., Nunes-Alves, A., Mazzolari, A., Ruggiu, F., Wei, G. W., & Merz, K. (2022). The (Re)-Evolution of Quantitative Structure–Activity Relationship (QSAR) studies propelled by the surge of machine learning methods. Journal of Chemical Information and Modeling, 62(22), 5317-5320.
  19. Qiu, Y., & Wei, G. W. (2022). CLADE 2.0: evolution-driven cluster learning-assisted directed evolution. Journal of chemical information and modeling, 62(19), 4629-4641.
  20. Gao, K., Wang, R., Chen, J., Cheng, L., Frishcosy, J., Huzumi, Y., ... & Wei, G. W. (2022). Methodology-centered review of molecular modeling, simulation, and prediction of SARS-CoV-2. Chemical Reviews, 122(13), 11287-11368.


Profile Details

https://msu.edu/honoredfaculty/directory/wei-guowei.html

https://users.math.msu.edu/users/weig/

https://scholar.google.com.hk/citations?hl=zh-CN&user=If_mksUAAAAJ

WoS ResearcherID： E-1852-2011

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