11 records found.
Data-driven estimation of plastic properties in work-hardening model combining power-law and linear hardening using instrumented indentation test
- Journal article
- Creator
-
;Ta-Te Chen (author) (Search by this author)National Institute for Materials ScienceIkumu Watanabe (author) (Search by this author)National Institute for Materials Science
- Keyword
- Elastic-plastic material, instrumented indentation test, response surface, material database, finite element method
- Date published
- 2022-12-31
- Updated at
- 2024-01-05 22:13:44 +0900
Characterization of the Strain-Rate-Dependent Plasticity of Alloys Using Instrumented Indentation Tests
- Journal article
- Creator
-
;Ta-Te Chen (author) (Search by this author)National Institute for Materials ScienceIkumu Watanabe (author) (Search by this author)National Institute for Materials Science
;
Tatsuya Funazuka (author) (Search by this author)
- Keyword
- strain-rate-dependent plasticity, instrumented indentation test, finite elements, mechanical testing
- Date published
- 2021-10-28
- Updated at
- 2024-01-05 22:12:50 +0900
Data-driven estimation of plastic properties of alloys using neighboring indentation test
- Journal article
- Creator
-
;Ta-Te Chen (author) (Search by this author)National Institute for Materials ScienceIkumu Watanabe (author) (Search by this author)National Institute for Materials Science
;
Dayuan Liu (author) (Search by this author)National Institute for Materials Science
;
Kenta Goto (author) (Search by this author)
https://orcid.org/0000-0002-0102-0658
(unauthenticated)
National Institute for Materials Science
- Keyword
- Elastic-plastic material, finite element method, mechanical testing, response surface, instrumented indentation test, material database
- Date published
- 2021-01-01
- Updated at
- 2024-01-05 22:13:33 +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
Minimal-surface-based multiphase metamaterials with highly variable stiffness
- Journal article
- Creator
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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
Tutorial for conditional generative adversarial network
- Software
- Creator
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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
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;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
Deep-learning-based inverse design of three-dimensional architected cellular materials with the target porosity and stiffness using voxelized Voronoi lattices
- Journal article
- Creator
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;Xiaoyang Zheng (author) (Search by this author);Ta-Te Chen (author) (Search by this author)National Institute for Materials Science;Xiaoyu Jiang (author) (Search by this author)Masanobu Naito (author) (Search by this author)National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)National Institute for Materials Science
- Keyword
- Architected materials, inverse design, generative adversarial network, mechanical properties, finite element simulation, Voronoi lattices
- Date published
- 2023-12-31
- Updated at
- 2024-01-05 22:11:52 +0900
Comparative study of the experimentally observed and GAN-generated 3D microstructures in dual-phase steels
- Journal article
- Creator
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Ikumu Watanabe (author) (Search by this author)
;
;Keiya Sugiura (author) (Search by this author)Ta-Te Chen (author) (Search by this author)
https://orcid.org/0000-0002-0553-4736
(unauthenticated)
;
Toshio Ogawa (author) (Search by this author)
https://orcid.org/0000-0001-8541-9932
(unauthenticated)
;
Yoshitaka Adachi (author) (Search by this author)
https://orcid.org/0000-0002-2190-1399
(unauthenticated)
- Keyword
- 3D microstructure generation, image-based finite element analysis, multiscale modeling, anisotropy, dual-phase steels
- Date published
- 2024-12-31
- Updated at
- 2024-09-20 12:30:25 +0900
Reprogrammable flexible mechanical metamaterials
- Journal article
- Creator
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;Xiaoyang Zheng (author) (Search by this author)Koichiro Uto (author) (Search by this author)National Institute for Materials Science
;
;Wei-Hsun Hu (author) (Search by this author)National Institute for Materials Science;Ta-Te Chen (author) (Search by this author)National Institute for Materials ScienceMasanobu Naito (author) (Search by this author)National Institute for Materials Science
;
Ikumu Watanabe (author) (Search by this author)National Institute for Materials Science
- Keyword
- Mechanical metamaterials, Shape-memory polymers, Soft robotics, Negative Poisson’s ratios, Buckling, Imperfection
- Date published
- 2022-10-26
- Updated at
- 2024-01-05 22:12:51 +0900