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)

A deep reinforcement learning method for structural dominant failure modes searching based on self-play strategy. - Xiaoshu Guan; Huabin Sun; Rongrong Hou; Yang Xu 053; Yuequan Bao; Hui Li 035 (Reliab. Eng. Syst. Saf., 2023)

An active learning method using deep adversarial autoencoder-based sufficient dimension reduction neural network for high-dimensional reliability analysis. - Yuequan Bao; Huabin Sun; Xiaoshu Guan; Yuxuan Tian (Reliab. Eng. Syst. Saf., 2024)

An adaptive structural dominant failure modes searching method based on graph neural network. - Yuxuan Tian; Xiaoshu Guan; Huabin Sun; Yuequan Bao (Reliab. Eng. Syst. Saf., 2024)