Qiumei Yu, Ninggui Ma*,Chihon Leung,Han Liu,Yang Ren,Zhanhua Wei*, AI in single-atom catalysts: a review of design and applications, Journal of Materials Informatics，2025, 5，9
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Liu Yang#, Shibo Wang#, Ninggui Ma#, Wei Shi, Zheng Fang, Yongbin Jin, Enlong Hou, Peng Xu, Fengxian Cao, Wenhao Li, Kun Gao, Yao Li, Dinxin Cao, Shaofei Yang, Cao Yu, Liqiang Xie, Xinbo Yang，Zhanhua Wei, Modulating Binding Strength and Acidity of Benzene-Derivative Ligands Enables Efficient and Hysteresis-Free Perovskite/Silicon Tandem Solar Cells, Angew Chem Int Ed., e202500350
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