吴剑鸣

物理化学

副研究员

jianmingwu@fudan.edu.cn

上海市杨浦区淞沪路2005号 复旦大学江湾校区化学楼 A3025室

021-31242032

研究兴趣

  • 密度泛函理论方法与应用;化学信息学

学习工作经历

  • 2011年6月至今 复旦大学化学系 副研究员

  • 1998年8月~2011年5月 厦门大学固体表面物理化学国家重点实验室 固定人员

  • 2002年9月~2008年4月 厦门大学物理化学专业博士学位

  • 1995年9月~1998年8月 厦门大学分析化学专业硕士学位

  • 1991年9月~1995年7月 厦门大学化学专业学士学位

授课情况

  • 化学系本科生专业学位课《物理化学AI》;  AI学科进阶课程《人工智能在化学中的应用》

代表性论文或专著

  • Photocaging of N-pyridinyl amide scaffold-based PIM inhibitors for spatiotemporal controlled anticancer bioactivity, Bioorg. Med. Chem., 24(2025),118159  

  • X2-PEC: a neural network model based on atomic pair energy corrections, J. Comput. Chem., 46:8(2025), e70081

  • X2-GNN: a physical message passing neural network with natural generalization ability to large and complex molecules, J. Phys. Chem. Lett., 15 (2024), 12501-12512

  • Constructing accurate and efficient general-purpose atomistic machine learning model with transferable accuracy for quantum chemistry,  J. Chem. Theor. Comput., 20:21(2024), 9500-9511

  • A Dataset Representativeness Metric and A Slicing Sampling Strategy for the Kennard-Stone Algorithm, Chem. J. Chin. Univ., 43:10 (2022), 20220397

  • Accurate heats of formation of polycyclic saturated hydrocarbons predicted by using the XYG3 type of doubly hybrid functionals, J. Comput. Chem., 40(2019), 1113-1122

  • X1se: a combined method of density functional calculation and neural network correction for accurate prediction of heats of formation, Sci. Sin. Chim., 46:1 (2016), 38-50

  • How well can B3LYP heats of formation be improved by dispersion correction models? Theor. Chem. Acc., 135(2016), 44

  • Improving B3LYP heats of formation with three‐dimensional molecular descriptors. J. Comput. Chem., 37(2016), 1175-1190

  • The X1 family of methods that combines B3LYP with neural network corrections for an accurate yet efficient prediction of thermochemistry, Int. J. Quant. Chem., 115(2015), 1021-1031

  • Calculations of ionization energies and electron affinities for atoms and molecules: a comparative study with different methods, Front. Chem. China, 6:4 (2011), 269-279

  • Theoretical studies on thermochemistry for conversion of 5-Chloromethylfurfural into valuable chemicals, J. Phys. Chem. A, 115:46 (2011), 13628–13641

  • Accurate bond dissociation enthalpies by using doubly hybrid XYG3 functional, J. Comput. Chem., 32 (2011), 1824–1838

  • The X1s method for accurate bond dissociation energies, ChemPhysChem, 11(2010), 2561-256715.Extending the reliability and applicability of B3LYP, Chem. Commun., 46(2010), 3057-3070 (Feature Article)

  • Trends in R-X bond dissociation energies (R• =Me, Et, i-Pr, t-Bu, X• =H, Me, Cl, OH), J. Chem. Theory Comput., 6:5 (2010) 1447-1454

  • Accurate prediction of heats of formation by a combined method of B3LYP and neural–network correction, J. Comput. Chem., 30:9 (2009) 1424-1444

  • Improving the B3LYP bond energies by using the X1 method, J. Chem. Phys., 129(2008) 164103

  • The X1 method for accurate and efficient prediction of heats of formation, J. Chem. Phys., 127(2007) 214105