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Xiaofeng Guo
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Materials & Design
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Tutorial for conditional generative adversarial network
Description/Abstract:
This tutorial aims to give an introduction of how to use a deep generative model, conditional generative adversarial network (CGAN). The ...
Keyword:
Deep learning; Generative adversarial network; Inverse design; Microstructure; Mechanical metamaterial
Resource Type:
Software
Data origin:
informatics and data science
Author:
Xiaoyang Zheng
,
Ta-Te Chen
,
Xiaofeng Guo
,
Sadaki Samitsu
, and
Ikumu Watanabe
Journal:
Materials & Design
Date Uploaded:
21/03/2023
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Keyword
Deep learning; Generative adversarial network; Inverse design; Microstructure; Mechanical metamaterial
1
Publisher
Elsevier BV
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Resource type
Software
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open
1
Rights Statement Sim
Creative Commons BY Attribution 4.0 International
1
Data origin
informatics and data science
1
Author
Ikumu Watanabe
1
Sadaki Samitsu
1
Ta-Te Chen
1
Xiaofeng Guo
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1
Xiaoyang Zheng
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Funder
Japan Society for the Promotion of Science
1
Journal
Materials & Design
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1