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• Chen, Dongxiao；Shang, Cheng；Liu, Zhi-Pan, Machine-learning atomic simulation for heterogeneous catalysis -NPJ COMPUTATIONAL MATERIALS -2023/01/01 -9
• Cao, Yanwei；Peng, Yao；Cheng, Danyang；Chen, Lin；Wang, Maolin；Shang, Cheng；Zheng, Lirong；Ma, Ding；Liu, Zhi-Pan；He, Lin, Room-Temperature CO Oxidative Coupling for Oxamide Production over Interfacial Au/ZnO Catalysts -ACS Catalysis -2023/01/01 -13
• 商城；康沛林；刘智攀, 基于机器学习势函数的原子模拟软件的开发及应用 -硅酸盐学报 -2023/01/01 -51
• Luo, Ling-Heng；Huang, Si-Da；Shang, Cheng；Liu, Zhi-Pan, Resolving Activation Entropy of CO Oxidation under the Solid-Gas and Solid-Liquid Conditions from Machine Learning Simulation -ACS Catalysis -2022/01/01 -12
• Liu, Qian-Yu；Shang, Cheng；Liu, Zhi-Pan, In SituActive Site for Fe-Catalyzed Fischer-Tropsch Synthesis:Recent Progress and Future Challenges br -Journal of Physical Chemistry Letters -2022/01/01 -13
• Shi, Yun-Fei；Kang, Pei-Lin；Shang, Cheng；Liu, Zhi-Pan, Methanol Synthesis from CO2/CO Mixture on Cu-Zn Catalysts from Microkinetics-Guided Machine Learning Pathway Search -JOURNAL OF THE AMERICAN CHEMICAL SOCIETY -2022/01/01 -144
• Li, Feng；Cheng, Xiaobin；Lu, Lei-Lei；Yin, Yi-Chen；Luo, Jin-Da；Lu, Gongxun；Meng, Yu-Feng；Mo, Hongsheng；Tian, Te；Yang, Jing-Tian；Wen, Wen；Liu, Zhi-Pan；Zhang, Guozhen；Shang, Cheng；Yao, Hong-Bin, Stable All-Solid-State Lithium Metal Batteries Enabled by Machine Learning Simulation Designed Halide Electrolytes -NANO LETTERS -2022/01/01 -22
• 李晓天；陈林；商城；刘智攀, 调控炔烃半氢化反应的催化选择性:实验和理论的最新进展（英文） -CHINESE JOURNAL OF CATALYSIS -2022/01/01 -43
• Chen, Dongxiao；Shang, Cheng；Liu, Zhi-Pan, Automated search for optimal surface phases (ASOPs) in grand canonical ensemble powered by machine learning -JOURNAL OF CHEMICAL PHYSICS -2022/01/01 -156
• Kang, Pei-Lin；Shi, Yun-Fei；Shang, Cheng；Liu, Zhi-Pan, Artificial intelligence pathway search to resolve catalytic glycerol hydrogenolysis selectivity -Chemical Science -2022/01/01 -13

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