MDR: NIMS Materials Data Repository

キーワード: Machine learning

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39 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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Estimation of valence state and growth rate using principal component analysis of plasma emission in reactive sputtering deposition

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

University of Tsukuba a Department of Applied Physics

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Eiji Kita (author) (この著者で検索)

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Chiharu Mitsumata (author) (この著者で検索)

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Hideto Yanagihara (author) (この著者で検索)
キーワード: Machine learning, principal component analysis (PCA), reactive magnetron sputtering, plasma emission spectrum, Mössbauer spectroscopy
刊行年月日: 2025-12-31
更新時刻: 2025-09-10 16:30:38 +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)

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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

MADGUI: Multi-Application Design Graphical User Interface for active learning assisted by Bayesian optimization

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

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

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

NIMS Researchers Directory SAMURAI
キーワード: Graphical user interface, Statistical analysis, Machine learning, Bayesian optimization, Process optimization, User-friendly
刊行年月日: 2025-01-21
更新時刻: 2025-01-27 12:30:30 +0900

Determination of Stable Proton Configurations by Black-Box Optimization Using an Ising Machine

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

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Tomofumi Tada (author) (この著者で検索)

https://orcid.org/0000-0003-3093-3779 (unauthenticated)

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Ai Koizumi (author) (この著者で検索)

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Masato Sumita (author) (この著者で検索)

https://orcid.org/0000-0002-3506-1028 (unauthenticated)

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Koji Tsuda (author) (この著者で検索)

https://orcid.org/0000-0002-4288-1606

NIMS Researchers Directory SAMURAI

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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
キーワード: Machine learning, Ising machine, Proton configuration
刊行年月日: 2025-02-06
更新時刻: 2025-05-23 08:30:18 +0900

Statistical evaluation of phase fractions in a MoSiBTiC alloy by machine-learning-assisted segmentation of scanning electron microscopy images

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

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Masahiko Demura (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Akihiro Endo (author) (この著者で検索)

https://orcid.org/0009-0009-7175-6079

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Kenji Nagata (author) (この著者で検索)

https://orcid.org/0000-0001-9894-4461

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Kyosuke Yoshimi (author) (この著者で検索)
キーワード: MoSiBTiC alloy, Scanning electron microscopy, Image segmentation, Machine learning, Bootstrap resampling, Fracture toughness
刊行年月日: 2026-07-30
更新時刻: 2026-09-16 10:47:16 +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

Quasicrystals predicted and discovered by machine learning

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

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Koichi Kitahara (author) (この著者で検索)

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Asuka Ishikawa (author) (この著者で検索)

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Takanobu Hiroto (author) (この著者で検索)

https://orcid.org/0000-0002-6176-5782

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Alok Singh (author) (この著者で検索)

https://orcid.org/0000-0001-5515-8305

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Erina Fujita (author) (この著者で検索)

https://orcid.org/0000-0002-0987-5597

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Yukari Katsura (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Yuki Inada (author) (この著者で検索)

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Ryuji Tamura (author) (この著者で検索)

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Kaoru Kimura (author) (この著者で検索)

https://orcid.org/0000-0001-5050-4256

National Institute for Materials Science

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Ryo Yoshida (author) (この著者で検索)

https://orcid.org/0000-0001-8092-0162 (unauthenticated)
キーワード: Crystal forms, Crystal phenomena, Crystal structure, Alloys, Machine learning
刊行年月日: 2023-09-25
更新時刻: 2024-11-21 16:36:03 +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

NIMS Researchers Directory SAMURAI

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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

NIMS Researchers Directory SAMURAI

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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

NIMS Researchers Directory SAMURAI
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