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Tree-based machine learning models assisted fluorescent sensor array for detection of metal ions based on silver nanocluster probe.

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第一作者： Xihang,Chen

第一单位： State Key Laboratory of Precision Spectroscopy, East China Normal University, No.500, Dongchuan Rd., Shanghai 200241, China.

作者： Xihang,Chen ^[1] ; Jinming,Xu ^[1] ; Huangmei,Zhou ^[1] ; Yu,Zhao ^[1] ; Ying,Wu ^[2] ; Jie,Zhang ^[3] ; Sanjun,Zhang ^[4]

作者单位： State Key Laboratory of Precision Spectroscopy, East China Normal University, No.500, Dongchuan Rd., Shanghai 200241, China. ^[1] State Key Laboratory of Estuarine and Coastal Research, East China Normal University, No.500, Dongchuan Rd., Shanghai 200241, China. Electronic address: wuying@sklec.ecnu.edu.cn. ^[2] Shanghai Key Laboratory of Magnetic Resonance, School of Physics and Electronic Science, East China Normal University, Shanghai 200241, China. ^[3] State Key Laboratory of Precision Spectroscopy, East China Normal University, No.500, Dongchuan Rd., Shanghai 200241, China; Collaborative Innovation Center of Extreme Optics, Shanxi University, Taiyuan, Shanxi 030006, China; NYU-ECNU Institute of Physics at NYU Shanghai, No.3663, North Zhongshan Rd., Shanghai 200062, China. Electronic address: sjzhang@phy.ecnu.edu.cn. ^[4]

关键词 Fluorescent sensor array Heavy metal ion detection Machine learning Silver nanocluster Tree-based pipeline optimization tool

DOI 10.1016/j.saa.2023.122738

PMID 37080051

发布时间 2023-05-14

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