Cui, Haiyang - University of Illinois at Urbana-Champaign -

个人简介

Dr. Cui’s joined Prof. Dr. Zhao’s group in 2021 with a mission to accelerate optimization of enzymes by using machine learning guided directed evolution. Cui’s research interests are in the area of integrating computational studies with protein engineering to understand the protein-interaction-function relationship and develop and facilitate the biocatalysis.

研究领域

Cui’s research interests are in the area of integrating computational studies with protein engineering to understand the protein-interaction-function relationship and develop and facilitate the biocatalysis.

近期论文

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Yu, T.,# Cui, H.,# Li J. C., Luo, Y., Zhao, H., PENCiL: a contrastive learning model for high-quality prediction of understudied proteins. Science, 2023 379(6639), 1358-1363. Yu, T., Boob, A. G., Volk M. J., Liu, X., Cui, H., Zhao, H.*, Machine learning-enabled retrobiosynthesis of molecules. Nature Catalysis, 2023, 6, 137–151 Ren, H., Dommaraju, S.R., Huang C., Cui, H., Pan Y., Nesic, M., Zhu, L., Sarlah, D., Mitchell, D. A., Zhao, H., Genome mining unveils class of ribosomal peptides with two amino termini. Nature Communication, 2023, 14, 1624. IF= 17.690, Top Huang, C., Cui, H., Ren, H., Zhao, H.*, Investigation of the biosynthetic mechanism of bipentaromycin featuring an unprecedented cyclic head-to-tail dimeric scaffold JACS Au. 2023, 3 (1), 195–203 Wang, M., Qiao, J., Sheng, Y., Wei, J., Cui, H.*, Li, X.*, & Yue, G. Bioconversion of corn fiber to bioethanol: Status and perspectives. Waste Management, 2023, 157, 256-268 Zhang, L., Cui, H., Liu, M., Wang, W., Li, X.*, Huang, H.*, The role of multi-low molecular weight organic acids on phenanthrene biodegradation: Insight from cellular characteristics and proteomics, Chemosphere, 2023, 326,138406