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刘亚娟


刘亚娟,于2009年毕业于湖南大学,同年在湖南大学直接攻博,于2016年获得博士学位。海外研究经历包括荷兰奈梅亨大学的交流学习两年,法国里尔一大和爱尔兰国立高威大学的博士后研究。2019年加入广州医科大学,就职于药学院药物分析教研室。主要科研工作是利用机器学习方法,结合光谱,尤其是拉曼光谱,发展高效稳健的药物分析方法。联系方式:yjliu@gzhmu.edu.cn

[1] Liu, Yajuan; Kyne Michelle; Wang Cheng; Yu Xiyong ; Data mining in Raman imaging in a cellular biological system, Computational and Structural Biotechnology Journal, 2020, 18: 2920-2930

[2] Liu Ya-Juan, Postma Geert, Wu Hai-Long , Gu Hui-Wen, Kang Chao, Jansen Jeroen, Duponchel Ludovic, Angle Distribution of Loading Subspace (ADLS) for Estimating Chemical Rank in Multivariate Analysis: Applications in Spectroscopy and Chromatography, Talanta, 2019,  194, 90-97

[3] Liu Ya-Juan, Tran Thanh, Postma Geert, Buydens Lutgarde, Jansen Jeroen, Estimating the Number of Components and Detecting Outliers Using Angle Distribution of Loading Subspaces (ADLS) in PCA analysis, Analytica Chimica Acta, 2018, 1020, 17-19

[4] Liu Ya-Juan, André Silvère, Cristau Lydia, Calvosa Éric, Duponchel Ludovic, Multivariate statistical process control (MSPC) using Raman spectroscopy for in-line culture cell monitoring considering time-varying batches synchronized with correlation optimized warping (COW), Analytica Chimica Acta, 2017, 952, 9-17.