- Mechanical metamaterials (2)
- ice adhesion (1)
- ice detachment (1)
- 3D geometry (1)
- Cultural heritage (1)
- Deep learning (1)
- Deep learning; Generative adversarial network; Inverse design; 3D shape; Microstructure; Mechanical metamaterial (1)
- Digital transformation technologies (1)
- Inverse design (1)
- Low-melting-point alloys (1)
9 records found.
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
Metamaterial robotics
- Journal article
- Creator
-
Xiaoyang Zheng (author) (Search by this author)
;
Yuhao Jiang (author) (Search by this author)
https://orcid.org/0000-0002-3636-0230
(unauthenticated)
;
Mustafa Mete (author) (Search by this author)
https://orcid.org/0000-0002-2665-1966
(unauthenticated)
;
Jingjing Li (author) (Search by this author)
https://orcid.org/0000-0002-6524-3105
(unauthenticated)
;
Ikumu Watanabe (author) (Search by this author)
;
Takayuki Yamada (author) (Search by this author)
https://orcid.org/0000-0002-5349-6690
(unauthenticated)
;
Jamie Paik (author) (Search by this author)
https://orcid.org/0000-0003-3869-213X
(unauthenticated)
- Keyword
- mechanical metamaterials, reconfigurable robotics, artificial intelligence
- Date published
- 2025-11-19
- Updated at
- 2025-11-20 16:30:08 +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
De-icing performance evolution with increasing hydrophobicity by regulating surface topography
- Journal article
- Creator
-
Wei Weng (author) (Search by this author)
https://orcid.org/0000-0002-9618-3010
(unauthenticated)
National Institute for Materials Science
;
Xiaoyang Zheng (author) (Search by this author)National Institute for Materials Science
;
Mizuki Tenjimbayashi (author) (Search by this author)National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)National Institute for Materials Science
;
Masanobu Naito (author) (Search by this author)National Institute for Materials Science
- Keyword
- interfacial strength distribution, simulation, de-icing, surface topography, ice adhesion, ice detachment, Superhydrophobic
- Date published
- 2024-12-31
- Updated at
- 2024-12-28 16:30:39 +0900
A systematic review of digital transformation technologies in museum exhibition
- Journal article
- Creator
-
;Jingjing Li (author) (Search by this author)Xiaoyang Zheng (author) (Search by this author)National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)National Institute for Materials Science
;
Yoichi Ochiai (author) (Search by this author)
- Keyword
- Digital transformation technologies, Museum exhibitions, Cultural heritage, Visitor experience, Technology and application scenario
- Date published
- 2024-08-10
- Updated at
- 2024-09-20 16:30:19 +0900
Minimal-surface-based multiphase metamaterials with highly variable stiffness
- Journal article
- Creator
-
Xiaoyang Zheng (author) (Search by this author)National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)National Institute for Materials Science
;
;Siqian Wang (author) (Search by this author)National Institute for Materials Science;Ta-Te Chen (author) (Search by this author)Masanobu Naito (author) (Search by this author)National Institute for Materials Science
- Keyword
- Variable-stiffness materials, Mechanical metamaterials, Phase transition, Triply periodic minimal surfaces, Low-melting-point alloys, Shape memory
- Date published
- 2023-12-05
- Updated at
- 2024-04-12 16:30:24 +0900
Metamaterial Gallery
- Dataset
- Creator
-
Xiaoyang Zheng (author) (Search by this author)Center for Basic Research on Materials, National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)Center for Basic Research on Materials, National Institute for Materials Science
- Keyword
- Mechanical metamaterial, 3D geometry, Model, Negative Poisson's ratio
- Date published
- 2020-11-16
- Updated at
- 2024-01-05 22:13:23 +0900
Generating 3D voxelized architected materials using 3D conditional generative adversarial network
- Software
- Creator
-
Xiaoyang Zheng (author) (Search by this author)Center for Basic Research on Materials, National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)Center for Basic Research on Materials, National Institute for Materials Science
- 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