MDR: NIMS Materials Data Repository

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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)

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Miaomiao He (author) (Search by this author)

;

Ikumu Watanabe (author) (Search by this author)

https://orcid.org/0000-0002-7693-1675

NIMS Researchers Directory SAMURAI

;

Jiaxin Zhou (author) (Search by this author)

https://orcid.org/0000-0001-7681-1668

NIMS Researchers Directory SAMURAI

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Takayuki Yamada (author) (Search by this author)

https://orcid.org/0000-0002-5349-6690 (unauthenticated)

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Yong Yi (author) (Search by this author)

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Xiaoyang Zheng (author) (Search by this author)

https://orcid.org/0000-0003-1452-5855
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

Mapping phonon dynamics to thermal transport via deep-learning NEMD: AlN/diamond interface engineering for GaN heat dissipation

Journal article
Creator: Kongping Wu (author) (Search by this author)

https://orcid.org/0000-0001-5672-7610 (unauthenticated)

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Meiyong Liao (author) (Search by this author)

https://orcid.org/0000-0003-1361-4266

NIMS Researchers Directory SAMURAI
Keyword: Diamond, thermal conductivity
Date published: 2025-12-31
Updated at: 2025-11-05 12:30:04 +0900

Zn2SnO4 ternary metal oxide for ultraviolet radiation filter application: a comparative study with TiO2 and ZnO

Journal article
Creator: Kadhim Al-Attafi (author) (Search by this author)

https://orcid.org/0000-0002-6844-8499 (unauthenticated)

Institute for Superconducting and Electronic Materials, University of Wollongong

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Amar Al-Keisy (author) (Search by this author)

https://orcid.org/0000-0002-4561-4263 (unauthenticated)

Nanotechnology and Advanced Material Research Cente, University of Technology-Iraq

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Muhammad A. Alsherbiny (author) (Search by this author)

Department of Pharmacognosy, Faculty of Pharmacy, Cairo University

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Jung Ho Kim (author) (Search by this author)

https://orcid.org/0000-0003-4931-3553 (unauthenticated)

Institute for Superconducting and Electronic Materials, University of Wollongong
Keyword: Zn2SnO4 ternary metal oxide, UV radiation filters, UVB and UVA blocking, TiO2 and ZnO alternatives, TiO2 free radicals, ZnO toxicity
Date published: 2023-12-31
Updated at: 2025-07-16 16:16:21 +0900

Surface-Structure Search with Variable Composition and Periodicity via Machine Learning and Evolutionary Algorithms: Applications to Pt/Ge Oxidation and Au--Sn Alloying

Journal article
Creator: F. Kuroda (author) (Search by this author)

a Materials DX Research Center, National Institute of Advanced Industrial Science and Technology (AIST)

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M. Otani (author) (Search by this author)
Keyword: Sections, lists, figures, tables, mathematics, fonts, references, appendices
Date published: 2026-07-07
Updated at: 2026-07-08 16:54:06 +0900

Generating 3D voxelized architected materials using 3D conditional generative adversarial network

Software
Creator: Xiaoyang Zheng (author) (Search by this author)

https://orcid.org/0000-0003-1452-5855

Center for Basic Research on Materials, National Institute for Materials Science

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Ikumu Watanabe (author) (Search by this author)

https://orcid.org/0000-0002-7693-1675

Center for Basic Research on Materials, National Institute for Materials Science

NIMS Researchers Directory SAMURAI
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

Supplemental data to 'A unified model for metallic materials reliability data and its application in NIMS Metallic Materials Database (Kinzoku)'

Dataset
Creator: Asahiko Matsuda (author) (Search by this author)

https://orcid.org/0000-0001-5989-027X

Research Network and Facility Services Division, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Masahiko Demura (author) (Search by this author)

https://orcid.org/0000-0002-7308-3041

Research Network and Facility Services Division, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Masayoshi Yamazaki (author) (Search by this author)

National Institute for Materials Science

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Takuya Kadohira (author) (Search by this author)

https://orcid.org/0000-0003-0569-1309

Research Network and Facility Services Division, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Toshihiro Ashino (author) (Search by this author)

https://orcid.org/0009-0002-9592-8516 (unauthenticated)

Faculty of Regional Development Studies, Toyo University

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Yoshiyuki Furuya (author) (Search by this author)

https://orcid.org/0000-0002-3039-5280

Research Center for Structural Materials, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Kota Sawada (author) (Search by this author)

https://orcid.org/0000-0001-7780-1648

Research Center for Structural Materials, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Nobutaka Nishikawa (author) (Search by this author)

Mizuho Research & Technologies, Ltd.
Keyword: metallic materials, structural materials, database, data format, data model, creep, fatigue
Date published: 2025-12-31
Updated at: 2025-08-01 08:55:21 +0900