Deep reinforcement learning-based sampling method for structural reliability assessment. - Zhengliang Xiang; Yuequan Bao; Zhiyi Tang; Hui Li 035 (Reliab. Eng. Syst. Saf., 2020)

Adaptive subset searching-based deep neural network method for structural reliability analysis. - Yuequan Bao; Zhengliang Xiang; Hui Li 035 (Reliab. Eng. Syst. Saf., 2021)

Structural dominant failure modes searching method based on deep reinforcement learning. - Xiaoshu Guan; Zhengliang Xiang; Yuequan Bao; Hui Li 035 (Reliab. Eng. Syst. Saf., 2022)

An importance sampling method for structural reliability analysis based on interpretable deep generative network. - Zhengliang Xiang; Xuhui He; Yunfeng Zou; Haiquan Jing (Eng. Comput., 2024)

Leakage Identification of Underground Structures Using Classification Deep Neural Networks and Transfer Learning. - Wenyang Wang; Qingwei Chen; Yongjiang Shen; Zhengliang Xiang (Sensors, 2024)