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Xin-Yu Lu, Hao-Ping Wu, Hao Ma*, Hui Li, Jia Li, Yan-Ti Liu, Zheng-Yan Pan, Yi Xie, Lei Wang, Bin Ren*, and Guo-Kun Liu*, Deep Learning-Assisted Spectrum–Structure Correlation: State-of-the-Art and Perspectives, Anal. Chem. 2024, 96, 20, 7959–7975..
Qiu-ting Huang, Yi-dan Zuo, Zhu Zhu, Liu Yang*, Zhong-qun Tian, and Guo-kun Liu*. Exploring the Impact of Dissolved Organic Matter on Nitrate Detection: Developing a Lab Experiment Using Standard Ultraviolet Spectrophotometry. J. Chem. Educ. 2024, 101, 5, 2030–2038.
Si-heng Luo, Xiao-jiao Zhao, Mao-feng Cao, Jing Xu, Wei-li Wang, Xin-yu Lu, Qiu-ting Huang, Xia-xia Yue, Guo-kun Liu*, Liu Yang*, Bin Ren*, and Zhong-qun Tian*, Signal2signal: Pushing the Spatiotemporal Resolution to the Limit by Single Chemical Hyperspectral Imaging. Anal. Chem. 2024, 96, 17, 6550–6557..
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..
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