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Xiaoshu Guan

According to our database1, Xiaoshu Guan authored at least 4 papers between 2022 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
An adaptive structural dominant failure modes searching method based on graph neural network.
[BibTeX]
[DOI]
Yuxuan Tian
,
Xiaoshu Guan
,
Huabin Sun
,
Yuequan Bao
Reliab. Eng. Syst. Saf., March, 2024

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

2023
A deep reinforcement learning method for structural dominant failure modes searching based on self-play strategy.
[BibTeX]
[DOI]
Xiaoshu Guan
,
Huabin Sun
,
Rongrong Hou
,
Yang Xu
,
Yuequan Bao
,
Hui Li
Reliab. Eng. Syst. Saf., May, 2023

2022
Structural dominant failure modes searching method based on deep reinforcement learning.
[BibTeX]
[DOI]
Xiaoshu Guan
,
Zhengliang Xiang
,
Yuequan Bao
,
Hui Li
Reliab. Eng. Syst. Saf., 2022


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