Machine learning-driven simultaneous quantification of Cd(II) and Cu(II) on Co<sub>2</sub>P/CoP heterostructure: enhanced electrochemical signals via activated Co-P electron bridge.

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第一作者： Zhi-Wei,Gao

第一单位： Key Laboratory of Environmental Optics and Technology, And Environmental Materials and Pollution Control Laboratory, Institute of Solid State Physics, HFIPS, Chinese Academy of Sciences, Hefei 230031, China; Department of Materials Science and Engineering, University of Science and Technology of China, Hefei 230026, China; Institute of Environment, Hefei Comprehensive National Science Center, Hefei 230088, China.

作者： Zhi-Wei,Gao ^[1] ; Yan,Yu ^[2] ; Shi-Hua,Chen ^[2] ; Yong-Yu,Li ^[2] ; Zi-Hao,Liu ^[3] ; Meng,Yang ^[4] ; Pei-Hua,Li ^[5] ; Zong-Yin,Song ^[6] ; Xing-Jiu,Huang ^[7]

作者单位： Key Laboratory of Environmental Optics and Technology, And Environmental Materials and Pollution Control Laboratory, Institute of Solid State Physics, HFIPS, Chinese Academy of Sciences, Hefei 230031, China; Department of Materials Science and Engineering, University of Science and Technology of China, Hefei 230026, China; Institute of Environment, Hefei Comprehensive National Science Center, Hefei 230088, China. ^[1] Key Laboratory of Environmental Optics and Technology, And Environmental Materials and Pollution Control Laboratory, Institute of Solid State Physics, HFIPS, Chinese Academy of Sciences, Hefei 230031, China. ^[2] Key Laboratory of Environmental Optics and Technology, And Environmental Materials and Pollution Control Laboratory, Institute of Solid State Physics, HFIPS, Chinese Academy of Sciences, Hefei 230031, China; Department of Materials Science and Engineering, University of Science and Technology of China, Hefei 230026, China. ^[3] Key Laboratory of Environmental Optics and Technology, And Environmental Materials and Pollution Control Laboratory, Institute of Solid State Physics, HFIPS, Chinese Academy of Sciences, Hefei 230031, China; Institute of Environment, Hefei Comprehensive National Science Center, Hefei 230088, China. Electronic address: myang@iim.ac.cn. ^[4] Key Laboratory of Environmental Optics and Technology, And Environmental Materials and Pollution Control Laboratory, Institute of Solid State Physics, HFIPS, Chinese Academy of Sciences, Hefei 230031, China. Electronic address: peihuali@issp.ac.cn. ^[5] Key Laboratory of Environmental Optics and Technology, And Environmental Materials and Pollution Control Laboratory, Institute of Solid State Physics, HFIPS, Chinese Academy of Sciences, Hefei 230031, China. Electronic address: zysong@issp.ac.cn. ^[6] Key Laboratory of Environmental Optics and Technology, And Environmental Materials and Pollution Control Laboratory, Institute of Solid State Physics, HFIPS, Chinese Academy of Sciences, Hefei 230031, China; Department of Materials Science and Engineering, University of Science and Technology of China, Hefei 230026, China; Institute of Environment, Hefei Comprehensive National Science Center, Hefei 230088, China. Electronic address: xingjiuhuang@iim.ac.cn. ^[7]

关键词 Active P sites Competitive adsorption Convolutional neural network algorithm Key feature currents Random forest algorithm

DOI 10.1016/j.jhazmat.2025.138030

PMID 40147129

发布时间 2025-03-27

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