Intelligent Global Sensitivity Analysis Based on Deep Learning

Intelligent Global Sensitivity Analysis Based on Deep Learning

This paper proposes an end-to-end method that combines deep learning and sensitivity analysis, which can perform gradient back propagation calculation sensitivity on the saved weight information while training the model. The structure and activation function of the depth model are specially designed...

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Bibliographic Details
Main Author: WU Shuchen, QI Zongfeng, LI Jianxun
Format: Article
Language:zho
Published: Editorial Office of Journal of Shanghai Jiao Tong University 2022-07-01
Series:Shanghai Jiaotong Daxue xuebao
Subjects:
convolutional neural network
inception module
sensitivity analysis
sobol’ method
nonlinear system analysis
deep learning
Online Access:http://xuebao.sjtu.edu.cn/article/2022/1006-2467/1006-2467-56-7-840.shtml

Internet

http://xuebao.sjtu.edu.cn/article/2022/1006-2467/1006-2467-56-7-840.shtml

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