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2025
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Zhiyu Li, Zipeng An, JingChun Wang, Yapeng Zhang, GuanHua Chen, and Xiao Zheng*, “Nonlocal density descriptor for machine-learning-corrected density functional”, Chin. J. Chem. Phys. (in press).
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Zipeng An, JingChun Wang, Yapeng Zhang, Zhiyu Li, Jiang Wu, Yalun Zheng, GuanHua Chen*, and Xiao Zheng*, “Mitigating error cancellation in density functional approximations via machine learning correction”, J. Chem. Phys. (in press).
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Jiaan Cao, Lyuzhou Ye*, Rui-Xue Xu, and Xiao Zheng*, “Influence of radio-frequency voltage on electron spin resonance spectroscopy in scanning tunneling microscopy”, Chin. J. Chem. Phys. 38, (4), 375 (2025). DOI: 10.1063/1674-0068/cjcp2409127
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Zhiqian Huang, Cun Long, Qingdong Zhu, Jiaan Cao, and Xiao Zheng*, “Two-dimensional convolutional neural networks for predicting non-Markovian quantum dissipative dynamics”, Commun. Comput. Chem. 1, 134-144 (2025). DOI: 10.4208/cicc.2025.90.01
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Dawei He†, Daochi Zhang†, Wenwen Shi, Lyuzhou Ye, Rui-Xue Xu, Sai Duan*, and Xiao Zheng*, “First-principles insights into the effect of spin-insulating substrates on molecular kondo states”, J. Phys. Chem. Lett. 16, 5381-5389 (2025). DOI: 10.1021/acs.jpclett.5c01237
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Yu Su, Yao Wang*, Zi-Fan Zhu, Yuan Kong, Rui-Xue Xu*, Xiao Zheng, and YiJing Yan, “Extended dissipaton theory with application to adatom-graphene composite”, J. Chem. Theory Comput. 21, (8), 4107-4120 (2025). DOI: 10.1021/acs.jctc.5c00081
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Yapeng Zhang, Zipeng An, JingChun Wang, Yao Wang, Rui-Xue Xu, GuanHua Chen, and Xiao Zheng*, “Machine learning density functional compatible with dispersion correction for non-covalent interactions”, Chin. J. Chem. Phys. 38, (2), 140 (2025). DOI: 10.1063/1674-0068/cjcp2502013
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Lyuzhou Ye, Yao Wang, and Xiao Zheng*, “Simulating many-body open quantum systems by harnessing the power of artificial intelligence and quantum computing”, J. Chem. Phys. 162, (12), 120901 (2025). DOI: 10.1063/5.0242648
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Xu Ding, Jiaan Cao, Xiao Zheng, and Lyuzhou Ye*, “Tracking spin flip-flop dynamics of surface molecules with quantum dissipation theory”, J. Chem. Phys. 162, (8), 084114 (2025). DOI: 10.1063/5.0248065