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Collection
Resource type
Journal article(3)
Keyword
Deep learning (1)
Inverse design (1)
Mechanical metamaterial (1)
Mechanical metamaterials (1)
Modular material (1)
Nonlinear mechanical property (1)
deep learning (1)
microstructure generation (1)
natural language processing (1)
(more)
License
Creative Commons BY-NC Attribution-NonCommercial 4.0 International (2)
Creative Commons BY Attribution 4.0 International (1)
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application/pdf (3)
3 records found. Displaying records 1 to 3.
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
Spring-based mechanical metamaterials with deep-learning-accelerated design
Journal article
Creator
Xiaofeng Guo
(author) (
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)
https://orcid.org/0000-0003-1971-7442
(unauthenticated)
Xiaofeng Guo
;
Xiaoyang Zheng
(author) (
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)
https://orcid.org/0000-0003-1452-5855
Xiaoyang Zheng
;
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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)
https://orcid.org/0000-0003-0627-5446
(unauthenticated)
Yong Yi
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
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) (
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)
https://orcid.org/0000-0003-1452-5855
Xiaoyang Zheng
;
Ikumu Watanabe
(author) (
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)
https://orcid.org/0000-0002-7693-1675
NIMS Researchers Directory SAMURAI
Ikumu Watanabe
;
Jamie Paik
(author) (
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)
https://orcid.org/0000-0003-3869-213X
(unauthenticated)
Jamie Paik
;
Jingjing Li
(author) (
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)
https://orcid.org/0000-0002-6524-3105
(unauthenticated)
Jingjing Li
;
Xiaofeng Guo
(author) (
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)
https://orcid.org/0000-0003-1971-7442
(unauthenticated)
Xiaofeng Guo
;
Masanobu Naito
(author) (
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)
https://orcid.org/0000-0001-7198-819X
NIMS Researchers Directory SAMURAI
Masanobu Naito
Keyword
microstructure generation
,
deep learning
,
natural language processing
Date published
2024-05-21
Updated at
2024-09-20 08:30:21 +0900
Keyword
Deep learning
(1)
Inverse design
(1)
Mechanical metamaterial
(1)
Mechanical metamaterials
(1)
Modular material
(1)
Nonlinear mechanical property
(1)
deep learning
(1)
microstructure generation
(1)
natural language processing
(1)
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Collection
Resource type
Journal article(3)
Keyword
Deep learning (1)
Inverse design (1)
Mechanical metamaterial (1)
Mechanical metamaterials (1)
Modular material (1)
Nonlinear mechanical property (1)
deep learning (1)
microstructure generation (1)
natural language processing (1)
(more)
License
Creative Commons BY-NC Attribution-NonCommercial 4.0 International (2)
Creative Commons BY Attribution 4.0 International (1)
File type
application/pdf (3)