黄慧博士于中国科学院上海药物研究所完成药理学专业硕博连读，之后在瑞典卡罗林斯卡医学院（Karolinska Institutet）从事核酸设计的博士后研究工作，于2023年全职回到中国药科大学工学院担任讲师。

本人近年来一直致力于研发核酸类疫苗同时建立体外快速诊断技术，解决临床疾病的体外快检科学问题。

国家自然科学基金青年项目，国家自然科学基金委：“组特异型荧光阵列传感器的构建及脓毒症的病原体快速鉴别技术”（82400252），202501-202712。

（1）Hui Huang#, Xiao Shi, Weiwei Ni, Wenhui Zhang, Ligong Ji, Jin Wu, Zhenwei Yuan, Yanlin Ma, Callum Stewart, Kin Lam Fok, Linxian Li, Jinsong Han; Combinatorial Library Screened Array for Rapid Clinical Sperm Quality Assessment, Analytical Chemistry, 2025, 73, 6, 3772-3784.

（2）Shuming Zhang, Callum Stewart, Xu Gao, Huihai Li, Xinyue Zhang, Weiwei Ni, Fengqing Hu, Yongbin Kuang, Yanliang Zhang, Hui Huang*,Fei Li, Jinsong Han; A Universal Method for Fingerprinting Multiplexed Bacteria: Evolving Pruned Sensor Arrays via Machine Learning-Driven Combinatorial Group-Specificity Strategy, ACS Nano, 2024, 18, 49, 33452-33467

（3）Yang Yu; Weiwei Ni; Qin Hu; Huihai Li; Yi Zhang; Xu Gao; Lingjia Zhou; Shuming Zhang; Shuoyang Ma; Yanliang Zhang; Hui Huang*; Fei Li; Jinsong Han ; A Dual Fluorescence Turn‐On Sensor Array Formed by Poly(para‐aryleneethynylene) (PPE) and Aggregation‐Induced Emission (AIE)  Boosts Sensitivity in Multiplex Bacterial Recognition, Angewandte Chemie International Edition, 2024, e202318483，

（4）Yu Xu; Cheng Qian; Yang Yu; Shijie Yang; Fangfang Shi; Lian Xu; Xu Gao; Yuhang Liu; Hui Huang*; Callum Stewart; Fei Li; Jinsong Han ; Machine Learning-Assisted Nano-enzyme/bio-enzyme Dual-coupled Array for Rapid Detection of Amyloids, Analytical Chemistry, 2023, 95(10): 4605- 4611

（5）Hao Wang; Lingjia Zhou; Jiaojiao Qin; Jiahao Chen; Callum Stewart; Yimin Sun; Hui Huang*; Lian Xu; Linxian Li; Jinsong Han; Fei Li ; One-Component Multichannel Sensor Array for Rapid Identification of Bacteria, Analytical Chemistry, 2022, 94(28): 10291-10298