High dimensional reliability analysis based on combinations of adaptive Kriging and dimension reduction technique. - Yuxiang Ji; Ning-Cong Xiao; Hongyou Zhan (Qual. Reliab. Eng. Int., 2022)

System reliability analysis based on dependent Kriging predictions and parallel learning strategy. - Ning-Cong Xiao; Kai Yuan; Hongyou Zhan (Reliab. Eng. Syst. Saf., 2022)

An adaptive parallel learning dependent Kriging model for small failure probability problems. - Hongyou Zhan; Ning-Cong Xiao; Yuxiang Ji (Reliab. Eng. Syst. Saf., 2022)

Time-dependent reliability analysis of structural systems based on parallel active learning Kriging model. - Hongyou Zhan; Hui Liu; Ning-Cong Xiao (Expert Syst. Appl., 2024)

Structural Expected Lifetime Estimation for Systems With Multiple Failure Modes Based on Adaptive Learning Kriging Models. - Hongyou Zhan; Hui Liu; Ning-Cong Xiao (IEEE Trans. Reliab., 2024)

A new active learning surrogate model for time- and space-dependent system reliability analysis. - Hongyou Zhan; Ning-Cong Xiao (Reliab. Eng. Syst. Saf., 2025)