相关文献：
论文：作者（按原排序），题目，期刊名称，卷（期）（年），起止页码；
1. Fang, Y.-H.; Liu, Z.-P., Mechanism and Tafel Lines of Electro-Oxidation of Water to Oxygen on RuO2(110). Journal of the American Chemical Society, 132 (51), 2010, 18214-18222.
2. Li, Y.-F.; Liu, Z.-P.; Liu, L.; Gao, W., Mechanism and Activity of Photocatalytic Oxygen Evolution on Titania Anatase in Aqueous Surroundings. Journal of the American Chemical Society, 132 (37), 2010, 13008-13015.
3. Li, Y.-F.; Liu, Z.-P., Particle Size, Shape and Activity for Photocatalysis on Titania Anatase Nanoparticles in Aqueous Surroundings. Journal of the American Chemical Society, 133 (39), 2011, 15743-15752.
4. Wang, H.-F.; Liu, Z.-P., Comprehensive mechanism and structure-sensitivity of ethanol oxidation on platinum: New transition-state searching method for resolving the complex reaction network. Journal of the American Chemical Society, 130 (33), 2008, 10996-11004.
5. Zhu, S. C.; Xie, S. H.; Liu, Z. P., Nature of Rutile Nuclei in Anatase-to-Rutile Phase Transition. Journal of the American Chemical Society, 137 (35), 2015, 11532-11539.
6. Chen, J.; Liu, Z.-P., Origin of selectivity switch in Fischer-Tropsch synthesis over Ru and Rh from first-principles statistical mechanics studies. Journal of the American Chemical Society, 130 (25), 2008, 7929-7937.
7 Wang, C.-M.; Fan, K.-N.; Liu, Z.-P., Origin of oxide sensitivity in gold-based catalysts: A first principle study of CO oxidation over au supported on monoclinic and tetragonal ZrO2. Journal of the American Chemical Society, 129 (9), 2007, 2642-2647.
8. Shang, C.; Liu, Z.-P., Origin and Activity of Gold Nanoparticles as Aerobic Oxidation Catalysts in Aqueous Solution. Journal of the American Chemical Society, 133 (25), 2011, 9938-9947.
9. Li, Y.-F.; Liu, Z.-P., Smallest Stable Si/SiO 2 Interface that Suppresses Quantum Tunneling from Machine-Learning-Based Global Search. Physical Review Letters, 128 (22), 2022, 226102.
10. Li, Y. F.; Liu, Z. P., Active Site Revealed for Water Oxidation on Electrochemically Induced δ-MnO2: Role of Spinel-to-Layer Phase Transition. Journal of the American Chemical Society, 140 (5), 2018, 1783-1792.
11. Ma, S.; Huang, S. D.; Liu, Z. P., Dynamic coordination of cations and catalytic selectivity on zinc–chromium oxide alloys during syngas conversion. Nature Catalysis, 2 (8), 2019, 671-677.
12. Kang, P. L.; Shang, C.; Liu, Z. P., Glucose to 5-Hydroxymethylfurfural: Origin of Site-Selectivity Resolved by Machine Learning Based Reaction Sampling. Journal of the American Chemical Society, 141 (51), 2019, 20525-20536.
13. Hao, Y.; Li, Y.; Wu, J.; Meng, L.; Wang, J.; Jia, C.; Liu, T.; Yang, X.; Liu, Z. P.; Gong, M., Recognition of Surface Oxygen Intermediates on NiFe Oxyhydroxide Oxygen-Evolving Catalysts by Homogeneous Oxidation Reactivity. Journal of the American Chemical Society, 143 (3), 2021, 1493-1502.
14. Cheng, D.; Zhao, Z. J.; Zhang, G.; Yang, P.; Li, L.; Gao, H.; Liu, S.; Chang, X.; Chen, S.; Wang, T.; Ozin, G. A.; Liu, Z.; Gong, J., The nature of active sites for carbon dioxide electroreduction over oxide-derived copper catalysts. Nature Communications, 12 (1). 2021
15. Li, X. T.; Chen, L.; Shang, C.; Liu, Z. P., In Situ Surface Structures of PdAg Catalyst and Their Influence on Acetylene Semihydrogenation Revealed by Machine Learning and Experiment. Journal of the American Chemical Society, 143 (16), 2021, 6281-6292.
16. Zhu, S.-C.; Chen, G.-W.; Zhang, D.; Xu, L.; Liu, Z.-P.; Mao, H.-k.; Hu, Q., Topological Ordering of Memory Glass on Extended Length Scales. Journal of the American Chemical Society, 144 (16), 2022, 7414-7421.
17. Shi, Y.-F.; Kang, P.-L.; Shang, C.; Liu, Z.-P., Methanol Synthesis from CO2/CO Mixture on Cu–Zn Catalysts from Microkinetics-Guided Machine Learning Pathway Search. Journal of the American Chemical Society, 144, 2022, 13401.
论文著作：
1. Li, X.-T.#; Lin, C.#; Shang, C.; Liu, Z.-P.*; In Situ Surface Structures of PdAg Catalyst and Their Influence on Acetylene Semihydrogenation Revealed by Machine Learning and Experiment, J. Am. Chem. Soc.,2021, 141, 6281.
2. Ma, S; Huang, S.-D.; Liu, Z.-P.*; “Dynamic Coordination of Cations and Catalytic Selectivity on Zn-Cr oxide Alloy during Syngas Conversion”, Nature Catal., 2019, 2, 671.
3. Kang, P.-L.; Shang, C.*; Liu, Z.-P.*; Glucose to 5-Hydroxymethylfurfural: Origin of Site-Selectivity Resolved by Machine Learning based Reaction Sampling, J. Am. Chem. Soc., 2019, 141, 20525
4. Chen L.; Zhang, L.-R.; Yao, L.-Y.; Fang, Y.-F.; He, L.; Wei, G.-F.*; Liu, Z.-P.*; Metal Boride Better Than Pt: HCP Pd2B as Superactive Hydrogen Evolution Reaction Catalyst, Energy Environ. Sci., 2019, 12, 3099.
5. Li, Y.-F.*; Liu, Z.-P.*; Active-Site Revealed for Water Oxidation on Electrochemically Induced d-MnO2: Role of Spinel-to-layer Phase Transition, J. Am. Chem. Soc.,2018, 140, 1783.
6. Li, Y.-F.*; Zhu, S.-C.; Liu, Z.-P.*; Reaction Network of Layer-to-tunnel Transition of MnO2, J. Am. Chem. Soc., 2016, 138, 5371.
7. Zhu, S.-C.; Xie, S.-H.; Liu, Z.-P. *; Nature of Rutile Nuclei in Anatase-to-Rutile Phase Transition, J. Am. Chem. Soc., 2015, 137, 11532.
8. Guan, S.-H.; Zhang, X.-J.; Liu, Z.-P.*; “Energy Landscape of Zirconia Phase Transitions”, J. Am. Chem. Soc., 2015, 137, 8010
9. Shang, C. and Liu, Z.-P.*;“Stochastic Surface Walking Method for Structure Prediction and Pathway Searching”, J. Chem. Theory Comput,2013, 9, 183
10. Li, Y.-F.; Liu, Z.-P.* “Particle Size, Shape and Activity for Photocatalysis on Titania Anatase Nanoparticles in Aqueous Surroundings”,J. Am. Chem. Soc.2011, 133,15743
11. Shang, C.; Liu, Z.-P.* “Origin and Activity of Gold Nanoparticle as Aerobic Oxidation Catalyst in Aqueous Solution”, J. Am. Chem. Soc.2011, 133,9938
12. Fang, Y.-H.; Liu, Z.-P.* “Mechanism and Tafel Lines of Electro-oxidation of Water to Oxygen on RuO2(110) ”, J. Am. Chem. Soc.2010, 132, 18214
13. Li, Y.-F.; Liu, Z.-P.*; Liu, L.;Gao, W. “Mechanism and Activity of Photocatalytic Oxygen Evolution on Titania Anatase in Aqueous Surroundings ”, J. Am. Chem. Soc. 2010, 132, 13008
14. Wang, H.-F.; Liu, Z.-P.* “Comprehensive Mechanism and Structure-Sensitivity of Ethanol Oxidation on Platinum: New Transition-State Searching Method for Resolving Complex Reaction Network, J. Am. Chem. Soc. 2008, 130,10996
刘智攀
上海市
研究领域：
新材料,新能源,石油炼制,石油化工,精细化工
研究方向：
物理化学，催化，理论化学
所在单位：
复旦大学
