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Deep learning; Generative adversarial network; Inverse design; 3D shape; Microstructure; Mechanical metamaterial (1)
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Generating 3D voxelized architected materials using 3D conditional generative adversarial network
Software
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Xiaoyang Zheng
(author) (
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https://orcid.org/0000-0003-1452-5855
Center for Basic Research on Materials, National Institute for Materials Science
Xiaoyang Zheng
;
Ikumu Watanabe
(author) (
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https://orcid.org/0000-0002-7693-1675
Center for Basic Research on Materials, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
Keyword
Deep learning; Generative adversarial network; Inverse design; 3D shape; Microstructure; Mechanical metamaterial
Date published
2023-12-31
Updated at
2024-01-05 22:11:09 +0900
Tutorial for conditional generative adversarial network
Software
Creator
Xiaoyang Zheng
(author) (
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https://orcid.org/0000-0002-9004-9216
National Institute for Materials Science
Xiaoyang Zheng
;
Ta-Te Chen
(author) (
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Ta-Te Chen
;
Xiaofeng Guo
(author) (
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Xiaofeng Guo
;
Sadaki Samitsu
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Sadaki Samitsu
;
Ikumu Watanabe
(author) (
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Ikumu Watanabe
Keyword
Deep learning; Generative adversarial network; Inverse design; Microstructure; Mechanical metamaterial
Date published
2021-10-18
Updated at
2024-01-05 22:11:25 +0900
Keyword
Deep learning; Generative adversarial network; Inverse design; 3D shape; Microstructure; Mechanical metamaterial
(1)
Deep learning; Generative adversarial network; Inverse design; Microstructure; Mechanical metamaterial
(1)
RDE metadata def
RDE invoice schema
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