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Mechanics of Advanced Materials and Structures Volume 31, 2024 - Issue 5
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Original Articles

Adjustable mechanical properties design of microstructure by using generative and adversarial network with gradient penalty

Jicheng LiFaculty of Materials and Manufacturing, Beijing University of Technology, Beijing, P. R. ChinaView further author information
,
Hongling YeFaculty of Materials and Manufacturing, Beijing University of Technology, Beijing, P. R. ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-8370-1942View further author information
ORCID Icon,
Xing ZhangFaculty of Materials and Manufacturing, Beijing University of Technology, Beijing, P. R. ChinaView further author information
&
Nan WeiFaculty of Materials and Manufacturing, Beijing University of Technology, Beijing, P. R. ChinaView further author information
Pages 1059-1070 | Received 18 Apr 2022, Accepted 22 Sep 2022, Published online: 10 Oct 2022

Citations (3)

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Read on this site (1)

Hangil You, Kang-Hyun Lee & Gun Jin Yun. Performance-based design of 2D gas diffusion layer microstructure using denoising diffusion probabilistic model. Mechanics of Advanced Materials and Structures 0:0, pages 1-13.
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Articles from other publishers (2)

Jicheng Li, Hongling Ye, Nan Wei & Yongjia Dong. (2023) Efficient multi-material topology optimization design with minimum compliance based on ResUNet involved generative adversarial network基于引入ResUNet生成对抗式网络以柔度最小为目标的高效多材料拓扑优化设计. Acta Mechanica Sinica 40:3.
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Kazuo Yonekura, Hitoshi Hattori, Shohei Shikada & Kohei Maruyama. (2023) Turbine blade optimization considering smoothness of the Mach number using deep reinforcement learning. Information Sciences 642, pages 119066.
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