个人简历

康艳蕾，博士、讲师、硕士生导师。1988年生, 2020年获浙江大学工学博士学位。

主持国家级科研课题1项，市厅级科研课题2项。在Bioinformatics, CrystEngComm, Journal of Pharmaceutical and Biomedical Analysis, Journal of Molecular Structure等国外期刊上发表论文10余篇，授权国家发明专利1项，登记软件著作权3项。

研究方向

人工智能、AI制药、药物结晶过程智能预测、光谱智能分析

主要承担的教学课程

本科生课程：C程序设计、python程序设计、工程伦理等

研究生课程：模式识别与机器学习

代表性成果

论文及专利：

(1)Yanlei Kang, Jiahui Chen, Xiurong Hu, Yunliang Jiang and Zhong Li. A cocrystal prediction method of graph neural networks based on molecular spatial information and global attention. CrystEngComm, 2023, 25, 6405-6415.（中科院SCI二区）

(2)Yanlei Kang, Arne Elofsson, Yunliang Jiang, Weihong Huang, Minzhe Yu, Zhong Li. AFTGAN: Prediction of multi-type PPI based on attention free transformer and graph attention network [J]. Bioinformatics, 2023, 29(2): 1-9. (中科院SCI二区)

(3)Jiahui Chen, Zhihui Li, Yanlei Kang*, and Zhong Li*. Cocrystal Prediction Based on Deep Forest Model—A Case Study of Febuxostat. Crystals, 2024, 14, 313.

(4)Yanlei Kang, Zhenyu Duan, Tianlei Tong, Xiurong Hu, Xiongtao Zhang, Hailong Hu, and Zhong Li. An Enhanced Deep Learning-Based Pharmaceutical Crystal Detection with Regional Filtering. Crystals, 2024, 14, 709.

(5)Yanlei Kang, Jiahui Chen, Zhenyu Duan, Zhong Li. Predicting dissolution of entecavir using the Noyes Whitney equation [J]. Dissolution Technologies, 2022, 9, 27. (SCI)

(6)Yanlei Kang, Yushan Zhou, Qiaoyu Wu, Ning Wang, Jianguang Zhou. Low content quantitation in entecavir tablets using 1064 nm Raman spectroscopy. Journal of Spectroscopy, SCI，2020.

(7)Yanlei Kang, Dongdong Yu, Haoyu Miao, Jianbo Cheng, Xiaofeng Yu and Jianguang Zhou. Layered Crystal Structural Entecavir Monohydrate: Prepared in Pure Water and Calculated by DFT. Crystal Research and Technology, SCI，2020.

(8)Yanlei Kang, Zhanying Shao, Qiang Wang, Xiurong Hu and Dongdong Yu. Quantitation of polymorphic impurity in entecavir polymorphic mixtures using powder X-ray diffractometry and Raman spectroscopy. Journal of Pharmaceutical and Biomedical Analysis, SCI, 2018. （中科院SCI二区）

(9)Yanlei Kang, Jianming Gu, Xiurong Hu. Syntheses, structure characterization and dissolution of two novel cocrystals of febuxostat. Journal of Molecular Structure, SCI, 2017. （中科院SCI二区）

(10)吴素香, 康艳蕾, 胡秀荣. 三种新型非布司他药物共晶及其制备方法. ZL 201410371582.4,(专利授权), 2016.

主要科研项目

主持：

(1)基于拉曼光谱和深度网络的药物结晶粒度预测与形貌识别研究，国家自然科学基金青年科学基金项目(62302165)，2024-2026

(2)基于注意力卷积门控循环单元的药物结晶粒度预测研究，湖州市级自然科学资金项目(2022YZ03),2023-2025

(3)基于量子化学和分子力学的抗病毒药物晶体结构预测研究，浙江省教育厅一般科研项目(Y202146004)，2021-2023

(4)面向制药产业的新型拉曼光谱+人工智能检测技术的研究，2021年度工业控制技术国家重点实验室开放课题(ICT2021B55)，2021

联系方式

02959@zjhu.edu.cn