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Journal article(2)
Keyword
Mechanical metamaterials (2)
Deep learning (1)
Finite element method (1)
Inverse design (1)
Microstructure design (1)
Misaligned periodicity (1)
Modular material (1)
Negative Poisson’s ratio (1)
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Creative Commons BY-NC Attribution-NonCommercial 4.0 International (2)
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application/pdf (2)
License: Creative Commons BY-NC Attribution-NonCommercial 4.0 International
Resource type: Journal article
Keyword: Mechanical metamaterials
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Modular metamaterials with deep learning–enabled customizable stress–strain responses
Journal article
Creator
Xiaofeng Guo
(author) (
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https://orcid.org/0000-0003-1971-7442
(unauthenticated)
Xiaofeng Guo
;
Miaomiao He
(author) (
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)
Miaomiao He
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
;
Jiaxin Zhou
(author) (
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)
https://orcid.org/0000-0001-7681-1668
NIMS Researchers Directory SAMURAI
Jiaxin Zhou
;
Takayuki Yamada
(author) (
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)
https://orcid.org/0000-0002-5349-6690
(unauthenticated)
Takayuki Yamada
;
Yong Yi
(author) (
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)
Yong Yi
;
Xiaoyang Zheng
(author) (
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)
https://orcid.org/0000-0003-1452-5855
Xiaoyang Zheng
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) (
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)
https://orcid.org/0000-0001-7681-1668
NIMS Researchers Directory SAMURAI
Jiaxin Zhou
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
;
Keita Kambayashi
(author) (
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)
https://orcid.org/0009-0008-6439-1721
(unauthenticated)
Keita Kambayashi
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
Keyword
Mechanical metamaterials
(2)
Deep learning
(1)
Finite element method
(1)
Inverse design
(1)
Microstructure design
(1)
Misaligned periodicity
(1)
Modular material
(1)
Negative Poisson’s ratio
(1)
Nonlinear mechanical property
(1)
Topology optimization
(1)
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Collection
Resource type
Journal article(2)
Keyword
Mechanical metamaterials (2)
Deep learning (1)
Finite element method (1)
Inverse design (1)
Microstructure design (1)
Misaligned periodicity (1)
Modular material (1)
Negative Poisson’s ratio (1)
Nonlinear mechanical property (1)
Topology optimization (1)
(more)
License
Creative Commons BY-NC Attribution-NonCommercial 4.0 International (2)
File type
application/pdf (2)