Chun-Yue Weng, PhD, Associate Professor
Educational background
2005-2009 Nanjing University
2009-2015 City of Hope Irell & Manella Graduate School of Biological Sciences
Work experience
2016-2017 Shanghai Institute for Food and Drug Control
2017-Now Zhejiang University of Technology
Academic works
Focus on AI-guided rational design of enzymes. Developed a unified data-driven framework for enzyme stereoselectivity and activity prediction named as UniESA. UniESA demonstrated better performance than similar framework reported in the literature in both stereoselectivity and activity prediction tasks and showed satisfactory generalizability. UniESA successfully guided rational design of high-performance oxidoreductases. UniESA offered a valuable tool that enables dramatic experimental workload reduction, and discovery of high-fitness enzymes in green industrial applications.
Memberships in professional societies
Member of Zhejiang Bioinformatics Standardization Committee
Chun-Yue Weng, PhD, Associate Professor
Educational background
2005-2009 Nanjing University
2009-2015 City of Hope Irell & Manella Graduate School of Biological Sciences
Work experience
2016-2017 Shanghai Institute for Food and Drug Control
2017-Now Zhejiang University of Technology
Academic works
Focus on AI-guided rational design of enzymes. Developed a unified data-driven framework for enzyme stereoselectivity and activity prediction named as UniESA. UniESA demonstrated better performance than similar framework reported in the literature in both stereoselectivity and activity prediction tasks and showed satisfactory generalizability. UniESA successfully guided rational design of high-performance oxidoreductases. UniESA offered a valuable tool that enables dramatic experimental workload reduction, and discovery of high-fitness enzymes in green industrial applications.
Memberships in professional societies
Member of Zhejiang Bioinformatics Standardization Committee