A new data-driven design methodology for mechanical systems with high dimensional design variables. - Xianping Du; Feng Zhu (Adv. Eng. Softw., 2018)

Optimizing bone cement stiffness for vertebroplasty through biomechanical effects analysis based on patient-specific three-dimensional finite element modeling. - Yi Peng; Xianping Du; Lihua Huang; Jinsong Li; Ruisen Zhan; Weiguo Wang; Biaoxiang Xu; Song Wu; Cheng Peng; Shijie Chen (Medical Biol. Eng. Comput., 2018)

A novel principal components analysis (PCA) method for energy absorbing structural design enhanced by data mining. - Xianping Du; Feng Zhu (Adv. Eng. Softw., 2019)

Understanding the Effect of Hyperparameter Optimization on Machine Learning Models for Structure Design Problems. - Xianping Du; Hongyi Xu; Feng Zhu (Comput. Aided Des., 2021)

A new method for vehicle system safety design based on data mining with uncertainty modeling. - Xianping Du; Binhui Jiang; Feng Zhu (CoRR, 2021)

Crashworthiness design of 3D lattice-structure filled thin-walled tubes based on data mining. - Jiyuan Lv; Zhonghao Bai; Xianping Du; Feng Zhu; Clifford C. Chou; Binhui Jiang; Shiwei Xu (CoRR, 2021)

Interpreting the influential factors in ship detention using a novel random forest algorithm considering dataset imbalance and uncertainty. - Yi Xiao; Mengjie Jin 005; Guanqiu Qi; Wenming Shi; Kevin X. Li; Xianping Du (Eng. Appl. Artif. Intell., 2024)