4 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
Computational design of mechanical metamaterials through misaligned periodic microstructure
- Journal article
- Creator
-
Jiaxin Zhou (author) (Search by this author)
;
Ikumu Watanabe (author) (Search by this author)
;
Keita Kambayashi (author) (Search by this author)
https://orcid.org/0009-0008-6439-1721
(unauthenticated)
- Keyword
- Microstructure design, Misaligned periodicity, Finite element method, Topology optimization, Negative Poisson’s ratio, Mechanical metamaterials
- Date published
- 2025-03-20
- Updated at
- 2025-04-23 08:30:17 +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
Multi-objective topology optimization of porous microstructure in die-bonding layer of a semiconductor
- Journal article
- Creator
-
Jiaxin Zhou (author) (Search by this author)National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)National Institute for Materials Science
;
;Weikang Song (author) (Search by this author);Keita Kambayashi (author) (Search by this author)Ta-Te Chen (author) (Search by this author)
https://orcid.org/0000-0002-0553-4736
(unauthenticated)
- Keyword
- Multi-objective topology optimization, microstructure design, porous microstructure, highthroughput evaluation, finite element analysis
- Date published
- 2024-12-31
- Updated at
- 2024-04-12 16:30:17 +0900