MDR: NIMS Materials Data Repository

キーワード: Machine learning

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26 件のレコードが見つかりました。 1件目から10件目まで表示します。

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Machine Learning Approach for Evaluation of Nanodefects and Magnetic Anisotropy in FePt Granular Films

ジャーナル論文
著者: E. Dengina (author) (この著者で検索)

National Institute for Materials Science

;

A. Bolyachkin (author) (この著者で検索)

https://orcid.org/0000-0003-0420-1806

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

H. Sepehri-Amin (author) (この著者で検索)

https://orcid.org/0000-0002-7856-7897

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

K. Hono (author) (この著者で検索)

https://orcid.org/0000-0001-7367-0193

National Institute for Materials Science

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キーワード: Magnetic recording, Micromagnetic simulations, Machine learning, FePt media
刊行年月日: 2022-05-13
更新時刻: 2024-10-15 16:30:13 +0900

In Situ Forming Supramolecular Nanofiber Hydrogel as a Biodegradable Liquid Embolic Agent for Postembolization Tissue Remodeling

ジャーナル論文
著者: Akihiro Nishiguchi (author) (この著者で検索)

https://orcid.org/0000-0002-3160-6385

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Miho Ohta (author) (この著者で検索)

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Debabrata Palai (author) (この著者で検索)

https://orcid.org/0000-0003-1192-6143

National Institute for Materials Science

;

Shima Ito (author) (この著者で検索)

https://orcid.org/0000-0002-3233-617X

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Kensaku Mori (author) (この著者で検索)

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Ryotaro Akagi (author) (この著者で検索)

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Christophe Bajan (author) (この著者で検索)

https://orcid.org/0009-0008-1433-9618

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Guillaume Lambard (author) (この著者で検索)

https://orcid.org/0000-0003-0275-4079

National Institute for Materials Science

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Keitaro Sodeyama (author) (この著者で検索)

https://orcid.org/0000-0002-9228-0729

National Institute for Materials Science

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Tetsushi Taguchi (author) (この著者で検索)

https://orcid.org/0000-0003-2541-2530

National Institute for Materials Science

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キーワード: Hydrogel, Embolic agent, Machine learning
刊行年月日: 2024-11-07
更新時刻: 2025-02-26 16:30:29 +0900

Data-driven analysis of hydrogen embrittlement in martensitic steels with interpretable machine learning

ジャーナル論文
著者: Houichi Kitano (author) (この著者で検索)

https://orcid.org/0000-0002-0778-574X

NIMS Researchers Directory SAMURAI

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Yuuji Kimura (author) (この著者で検索)

https://orcid.org/0000-0002-8907-0704

NIMS Researchers Directory SAMURAI

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Akinobu Shibata (author) (この著者で検索)

https://orcid.org/0000-0001-8577-6411

NIMS Researchers Directory SAMURAI
キーワード: Hydrogen embrittlement, Martensitic steel, Machine learning, hap (shapley additive explanations), Symbolic regression
刊行年月日: 2026-04-23
更新時刻: 2026-06-17 09:57:29 +0900

Machine Learning Assisted Optimization of SmFe12-based Alloys

会議発表ポスター
著者: BOLYACHKIN Anton (author) (この著者で検索)

https://orcid.org/0000-0003-0420-1806

National Institute for Materials Science International Center for Young Scientists

NIMS Researchers Directory SAMURAI

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SUBAGJA Toni (author) (この著者で検索)

https://orcid.org/0009-0003-8810-8808

National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group

NIMS Researchers Directory SAMURAI

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LI Jiangnan (author) (この著者で検索)

National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Magnetic Materials Analysis Group

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ZHANG Jiasheng (author) (この著者で検索)

National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group

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ASHOK KRISHNASWAMY Srinithi (author) (この著者で検索)

https://orcid.org/0000-0001-6209-3837

National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group

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ABE Taichi (author) (この著者で検索)

https://orcid.org/0000-0002-5065-0939

National Institute for Materials Science Research Center for Structural Materials/Materials Evaluation Field/Structural Thermodynamics Group

NIMS Researchers Directory SAMURAI

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TANG Xin (author) (この著者で検索)

https://orcid.org/0000-0001-6762-6145

National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group

NIMS Researchers Directory SAMURAI

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TOZMAN KARANIKOLAS Pelin (author) (この著者で検索)

National Institute for Materials Science Global Networking Division/International Center for Young Scientists

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KULESH Nikita (author) (この著者で検索)

https://orcid.org/0000-0001-7046-2671

National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group

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SEPEHRI AMIN Hossein (author) (この著者で検索)

https://orcid.org/0000-0002-7856-7897

National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group

NIMS Researchers Directory SAMURAI

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OHKUBO Tadakatsu (author) (この著者で検索)

https://orcid.org/0000-0003-3548-1951

National Institute for Materials Science Research Center for Magnetic and Spintronic Materials

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HONO Kazuhiro (author) (この著者で検索)

https://orcid.org/0000-0001-7367-0193

National Institute for Materials Science

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キーワード: Machine learning, Hard magnetic materials, SmFe12-based alloys
刊行年月日
更新時刻: 2024-10-17 08:30:37 +0900

Active learning for predicting the enthalpy of mixing in binary liquids based on ab initio molecular dynamics

ジャーナル論文
著者: Quentin Bizot (author) (この著者で検索)

https://orcid.org/0000-0002-4314-2266 (unauthenticated)

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Ryo Tamura (author) (この著者で検索)

https://orcid.org/0000-0002-0349-358X

NIMS Researchers Directory SAMURAI

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Guillaume Deffrennes (author) (この著者で検索)

https://orcid.org/0000-0002-3752-2537 (unauthenticated)
キーワード: CALPHAD, Machine learning
刊行年月日: 2026-02-07
更新時刻: 2026-04-01 13:44:57 +0900

Elemental Reactivity Maps for Materials Discovery

ジャーナル論文
著者: Yuki Inada (author) (この著者で検索)

https://orcid.org/0000-0002-9104-1320 (unauthenticated)

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Masaya Fujioka (author) (この著者で検索)

https://orcid.org/0000-0002-5829-6591 (unauthenticated)

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Haruhiko Morito (author) (この著者で検索)

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Tohru Sugahara (author) (この著者で検索)

https://orcid.org/0000-0001-5842-5392 (unauthenticated)

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Hisanori Yamane (author) (この著者で検索)

https://orcid.org/0000-0002-7931-5210 (unauthenticated)

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Yukari Katsura (author) (この著者で検索)

https://orcid.org/0000-0002-8905-2995

NIMS Researchers Directory SAMURAI
キーワード: Crystal structure, Elements, Machine learning, Materials, Reactivity
刊行年月日: 2025-03-25
更新時刻: 2026-02-21 16:30:08 +0900

Wu 2025 J Appl Crystallogr nanoXRD UMAP HVPE GaN.pdf

Machine learning assisted nanobeam X-ray diffraction based analysis on hydride vapor-phase epitaxy GaN

ジャーナル論文
著者: Zhendong Wu (author) (この著者で検索)

;

Yusuke Hayashi (author) (この著者で検索)

https://orcid.org/0000-0001-5672-1497

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Tetsuya Tohei (author) (この著者で検索)

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Kazushi Sumitani (author) (この著者で検索)

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Yasuhiko Imai (author) (この著者で検索)

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Shigeru Kimura (author) (この著者で検索)

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Akira Sakai (author) (この著者で検索)
キーワード: GaN, SPring-8, nanoXRD, Machine learning
刊行年月日: 2025-08-01
更新時刻: 2025-07-31 12:30:18 +0900