Xiaobo Ji

Small data machine learning in materials science

Pengcheng Xu, Xiaobo Ji, Minjie Li et al. · npj Computational Materials · 2023 · 588 citations · Full text

Materials Science, Artificial Intelligence, Data Classification +12

Using support vector machine for materials design

Wencong Lu, Xiaobo Ji, Minjie Li et al. · Advances in Manufacturing · 2013 · 82 citations · Full text

Industrial Design, Support Vector Machine, Engineering +9

Proton Hopping in Phosphoric Acid Solvated Nafion Membrane:  A Molecular Simulation Study

Liuming Yan, Suhua Zhu, Xiaobo Ji et al. · The Journal of Physical Chemistry B · 2007 · 48 citations

Engineering, Proton-coupled Electron Transfer, Nafion Membrane +19

Using Data Mining To Search for Perovskite Materials with Higher Specific Surface Area

Shi Li, Dongping Chang, Xiaobo Ji et al. · Journal of Chemical Information and Modeling · 2018 · 43 citations

MIC-SHAP: An ensemble feature selection method for materials machine learning

Wang Jun-ya, Pengcheng Xu, Xiaobo Ji et al. · Materials Today Communications · 2023 · 27 citations

Materials Science, Engineering, Machine Learning +11