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A deep convolutional neural network for topology optimization with perceptible generalization ability

Authors :
Airong Chen
Cheng Xiang
Xiao-Yi Zhou
Dalei Wang
Yue Pan
Yiquan Zhang
Source :
Engineering Optimization. 54:973-988
Publication Year :
2021
Publisher :
Informa UK Limited, 2021.

Abstract

This article proposes a deep convolutional neural network with perceptible generalization ability for structural topology optimization. The architecture of the neural network is made up of encoding...

Details

ISSN :
10290273 and 0305215X
Volume :
54
Database :
OpenAIRE
Journal :
Engineering Optimization
Accession number :
edsair.doi...........e649114f7e7221dcba7a48bb36025890