- Metamaterial (2)
- Negative Poisson’s ratio (2)
- 3D printing (1)
- Additive manufacturing (1)
- Deep learning (1)
- Deep learning; Generative adversarial network; Inverse design; Microstructure; Mechanical metamaterial (1)
- Electroless plating (1)
- Generative adversarial network (1)
- Inverse design (1)
- Mechanical metamaterial (1)
6 records found.
A mathematically defined 3D auxetic metamaterial with tunable mechanical and conduction properties
- Journal article
- Creator
-
;Xiaoyang Zheng (author) (Search by this author);Xiaofeng Guo (author) (Search by this author)Ikumu Watanabe (author) (Search by this author)National Institute for Materials Science
- Keyword
- Negative Poisson’s ratio, Metamaterial, Minimal surface, 3D printing, Electroless plating
- Date published
- 2020-11-16
- Updated at
- 2024-01-05 22:12:31 +0900
Tutorial for conditional generative adversarial network
- Software
- Creator
-
Xiaoyang Zheng (author) (Search by this author)National Institute for Materials Science
;
;Ta-Te Chen (author) (Search by this author);Xiaofeng Guo (author) (Search by this author);Sadaki Samitsu (author) (Search by this author)Ikumu Watanabe (author) (Search by this author)
- 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
Controllable inverse design of auxetic metamaterials using deep learning
- Journal article
- Creator
-
;Xiaoyang Zheng (author) (Search by this author);Ta-Te Chen (author) (Search by this author)National Institute for Materials Science;Xiaofeng Guo (author) (Search by this author)Sadaki Samitsu (author) (Search by this author)National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)National Institute for Materials Science
- Keyword
- Negative Poisson’s ratio, Metamaterial, Generative adversarial network, Additive manufacturing, Voronoi tessellation
- Date published
- 2021-10-18
- Updated at
- 2024-01-05 22:12:12 +0900
Spring-based mechanical metamaterials with deep-learning-accelerated design
- Journal article
- Creator
-
Xiaofeng Guo (author) (Search by this author)
https://orcid.org/0000-0003-1971-7442
(unauthenticated)
;
Xiaoyang Zheng (author) (Search by this author)
;
Jiaxin Zhou (author) (Search by this author)
;
Takayuki Yamada (author) (Search by this author)
https://orcid.org/0000-0002-5349-6690
(unauthenticated)
;
Yong Yi (author) (Search by this author)
https://orcid.org/0000-0003-0627-5446
(unauthenticated)
;
Ikumu Watanabe (author) (Search by this author)
- Keyword
- Mechanical metamaterial
- Date published
- 2025-03-06
- Updated at
- 2025-04-23 08:30:21 +0900
Text‐to‐Microstructure Generation Using Generative Deep Learning
- Journal article
- Creator
-
Xiaoyang Zheng (author) (Search by this author)
;
Ikumu Watanabe (author) (Search by this author)
;
Jamie Paik (author) (Search by this author)
https://orcid.org/0000-0003-3869-213X
(unauthenticated)
;
Jingjing Li (author) (Search by this author)
https://orcid.org/0000-0002-6524-3105
(unauthenticated)
;
Xiaofeng Guo (author) (Search by this author)
https://orcid.org/0000-0003-1971-7442
(unauthenticated)
;
Masanobu Naito (author) (Search by this author)
- Keyword
- microstructure generation, deep learning, natural language processing
- Date published
- 2024-05-21
- Updated at
- 2024-09-20 08:30:21 +0900
Modular metamaterials with deep learning–enabled customizable stress–strain responses
- Journal article
- Creator
-
Xiaofeng Guo (author) (Search by this author)
https://orcid.org/0000-0003-1971-7442
(unauthenticated)
;
;Miaomiao He (author) (Search by this author)Ikumu Watanabe (author) (Search by this author)
;
Jiaxin Zhou (author) (Search by this author)
;
Takayuki Yamada (author) (Search by this author)
https://orcid.org/0000-0002-5349-6690
(unauthenticated)
;
;Yong Yi (author) (Search by this author)Xiaoyang Zheng (author) (Search by this author)
- Keyword
- Mechanical metamaterials, Deep learning, Inverse design, Nonlinear mechanical property, Modular material
- Date published
- 2026-01-30
- Updated at
- 2026-02-27 16:30:39 +0900