Journal Publications
- [1]Zhengliang Xiang, Xuhui He, Yunfeng Zou, Haiquan Jing.An importance sampling method for structural reliability analysis based on interpretable deep generative network.Engineering with Computers (IF=8.7), 2023
- [2]Zhengliang Xiang, Yuequan Bao, Zhiyi Tang, Hui Li.Deep reinforcement learning-based sampling method for structural reliability assessment.Reliability Engineering & System Safety (IF=8.1), 2020
- [3]Zhengliang Xiang, Yuequan Bao, Jiahui Chen, Hui Li.An active learning method combining deep neural network and weighted sampling for structural reliability analysis.Mechanical Systems and Signal Processing (IF=8.4), 2020
- [4]Zhengliang Xiang, Xuhui He, Yunfeng Zou, Haiquan Jing.An active learning method for crack detection based on subset searching and weighted sampling.Structural Health Monitoring (IF=6.6), 2023
- [5]Yuequan Bao, Zhengliang Xiang, Hui Li.Adaptive subset searching-based deep neural network method for structural reliability analysis.Reliability Engineering & System Safety (IF=8.1), 2021
- [6]Xiaoshu Guan, Yuequan Bao, Zhengliang Xiang, Hui Li.Structural dominant failure modes searching method based on deep reinforcement learning.Reliability Engineering & System Safety (IF=8.1), 2022
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Zhengliang Xiang
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