😄About Me
Zhiwei Nie is a PhD student in artificial intelligence jointly trained by Peking University and Pengcheng National Laboratory. His research interests include AI for Science, LLM, and protein design. He is the core member of the AI-driven biomedical platform “Pengcheng Shennong” and LLM-driven protein design platform “ChatProtein Copilot”.
Interests
- AI for Science
- LLM
- Protein design
Education
PhD
Peking University
Master
Peking University
Bachelor
Dalian University of Technology
Featured Publications
Recent Publications
(2024).
E2VD: a unified evolution-driven framework for virus variation drivers prediction.
Nature Machine Intelligence (under peer review).
(2024).
Towards anchoring evolutionary fitness for protein stability with virtual chemical environment recovery.
Cell Systems (under peer review).
(2024).
Interpretable antibody-antigen interaction prediction by introducing route and priors guidance.
bioRxiv.
(2024).
Hunting for peptide binders of specific targets with data-centric generative language models.
Nature Biomedical Engineering (under peer review).
(2024).
ProtFAD: Introducing function-aware domains as implicit modality towards protein function perception.
arXiv preprint arXiv:2405.15158.
Some Awards
2022 ACM Gordon Bell Special Prize Finalist (only three finalists in the world, the only one from China)
Association for Computing Machinery ∙
December 2022
The Gordon Bell Prize is the highest-level award in the field of high-performance computing applications, known as the “Nobel Prize in Supercomputing Applications”.
Top Ten Students of 2023 - National Engineering Research Center for Visual Technology
Peking University ∙
November 2023
Director’s Scholarship - Pengcheng National Laboratory’s highest student honor
Pengcheng National Laboratory ∙
November 2023
Wiley - Top Downloaded Article
Wiley ∙
March 2023
Journal of Materials Informatics - Best Paper Award Second Place
Journal of Materials Informatics ∙
January 2023