93 citations · 94 across the 4 of their papers we have counts for
4 papers
Crashworthiness design of 3D lattice-structure filled thin-walled tubes based on data mining
Jiyuan Lv, Zhonghao Bai, Xianping Du +4
Lattice structures and thin-walled tubes are two types of energy-absorbers widely studied and applied in engineering practice. In this study, a new type of lattice-structure filled…
A new method for vehicle system safety design based on data mining with uncertainty modeling
Xianping Du, Binhui Jiang, Feng Zhu
In this research, a new data mining-based design approach has been developed for designing complex mechanical systems such as a crashworthy passenger car with uncertainty modeling.…
Effect of pseudo datasets for the classification-based engineering design
Xianping Du, Kai Zhang, Onur Bilgen +2
Machine learning classification techniques have been used widely to recognize the feasible design domain and discover hidden patterns in engineering design. An accurate classificat…
Understanding the effect of hyperparameter optimization on machine learning models for structure design problems
Xianping Du, Hongyi Xu, Feng Zhu
To relieve the computational cost of design evaluations using expensive finite element simulations, surrogate models have been widely applied in computer-aided engineering design.…