师资队伍

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
密度泛函理论方法与应用;化学信息学
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
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》
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