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Jing Xu, Lifang Xie, Minghuai Zhu, Chenru Xiong, Qiuting Huang, Mingzhi Zhang, Bin Ren, Zhongqun Tian, and Guokun Liu*. Rapid Sample Pretreatment Facilitating SERS Detection of Trace Weak Organic Acids/Bases in Simple Matrices. Anal. Chem. 2024, 96, 15, 5968–5975..
Si-Heng Luo, Si-Qi Pan, Gan-Yu Chen, Yi Xie, Bin Ren, Guo-Kun Liu*, and Zhong-Qun Tian*. Revealing the Denoising Principle of Zero-Shot N2N-Based Algorithm from 1D Spectrum to 2D Image. Anal. Chem. 2024, 96, 10, 4086–4092.
Xin-Yu Lu, Chen-Yue Wang, Hui Tang, Yi-Fei Qin, Li Cui, Xiang Wang*, Guo-Kun Liu*, and Bin Ren*.Patch-Based Convolutional Encoder: A Deep Learning Algorithm for Spectral Classification Balancing the Local and Global Information.Analytical Chemistry 2024, 96, 7, 2866–2873.
Qiuting Huang , Hongbo Gong, Guoqiang Wang, Weiye Hu, Weili Wang, Siqi Pan, Jing Xu, Guokun Liu*, and Zhongqun Tian*.Positively Charged Silver and Gold Nanoparticles with Controllable Size Distribution for SERS Detection of Negatively Charged Molecules.Langmuir 2024, 40, 2, 1305–1315..
Si-Qi Pan, Ping Luo, Jia Chen, Tairui Wu, Bin Xu, Fushan Chen, De-Yin Wu, Bin Ren, Guo-Kun Liu*, Jianwei Xie*, Pengxiang Xu*, and Zhong-Qun Tian*. Seeing Is Not Necessarily Believing: Is the Surface-Enhanced Raman Spectroscopy Signal Really from the Target?. Anal. Chem., 2023, 95(35): 13346-13352..
Guo-yang Shi, Hao-ping Wu, Si-heng Luo, Xin-yu Lu, Bin Ren, Qian Zhang, Wei-qi Lin, Rui-yun Chen, Ping Guo, Hua-bin Chen, Zhong-qun Tian, Gui-fang Shao*, Liu Yang*, and Guo-kun Liu*. 1D Gradient-Weighted Class Activation Mapping, Visualizing Decision Process of Convolutional Neural Network-Based Models in Spectroscopy Analysis. Anal. Chem. 2023, 95(26): 9959–9966.
龚宏波，胡伟晔，黄秋婷，王维礼，蒲树环，谢怡，刘国坤*，田中群*. 基于表面增强拉曼光谱技术对负电性分子的高灵敏定性分析. 分析化学. 2023,51(07), 1213-1221..
Yu Gu*, Shuai Tang, Jun Yi, Si-Heng Luo, Chao-Yu Li, Guokun Liu, Jiawei Yan, Jian-Feng Li, Bing-Wei Mao, Zhong-Qun Tian*. Nanostructure-Based Plasmon-Enhanced Raman Spectroscopic Strategies for Characterization of the Solid–Electrolyte Interphase: Opportunities and Challenges. J. Phys. Chem. C 2023, 127(28): 13466–13477.
Lifang Xie, Siheng Luo, Yangyang Liu, Xuejun Ruan, Kedong Gong, Qiuyue Ge, Kejian Li, Ventsislav Kolev Valev, Guokun Liu, Liwu Zhang*. Automatic Identification of Individual Nanoplastics by Raman Spectroscopy Based on Machine Learning. Environ. Sci. Technol. 2023.
Yu Gu, En-Ming You, Jian-De Lin, Jun-Hao Wang, Si-Heng Luo, Ru-Yu Zhou, Chen-Jie Zhang, Jian-Lin Yao, Hui-Yang Li, Gen Li, Wei-Wei Wang, Yu Qiao, Jia-Wei Yan, De-Yin Wu, Guo-Kun Liu, Li Zhang, Jian-Feng Li, Rong Xu, Zhong-Qun Tian*, Yi Cui* & Bing-Wei Mao*. Resolving nanostructure and chemistry of solid-electrolyte interphase on lithium anodes by depth-sensitive plasmon-enhanced Raman spectroscopy. Nat. Commun.2023, 14: 3536.
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