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Xiaoshu Guan
Publication Activity (10 Years)
Years Active: 2022-2024
Publications (10 Years): 4
Top Topics
Neural Network
Failure Modes
Preprocessing
Clustering Method
Top Venues
Reliab. Eng. Syst. Saf.
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Publications
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Yuxuan Tian
,
Xiaoshu Guan
,
Huabin Sun
,
Yuequan Bao
An adaptive structural dominant failure modes searching method based on graph neural network.
Reliab. Eng. Syst. Saf.
243 (2024)
Yuequan Bao
,
Huabin Sun
,
Xiaoshu Guan
,
Yuxuan Tian
An active learning method using deep adversarial autoencoder-based sufficient dimension reduction neural network for high-dimensional reliability analysis.
Reliab. Eng. Syst. Saf.
247 (2024)
Xiaoshu Guan
,
Huabin Sun
,
Rongrong Hou
,
Yang Xu
,
Yuequan Bao
,
Hui Li
A deep reinforcement learning method for structural dominant failure modes searching based on self-play strategy.
Reliab. Eng. Syst. Saf.
233 (2023)
Xiaoshu Guan
,
Zhengliang Xiang
,
Yuequan Bao
,
Hui Li
Structural dominant failure modes searching method based on deep reinforcement learning.
Reliab. Eng. Syst. Saf.
219 (2022)