MDR: NIMS Materials Data Repository

キーワード: Machine learning

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22 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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Automated synthesis and fragment descriptor-based machine learning for retention time prediction in supercritical fluid chromatography

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

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Balasubramaniyan Sakthivel (author) (この著者で検索)

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Pavel Sidorov (author) (この著者で検索)

https://orcid.org/0000-0001-6462-702X (unauthenticated)

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Yuuya Nagata (author) (この著者で検索)

https://orcid.org/0000-0001-5926-5845 (unauthenticated)
キーワード: Automated synthesis, Fragment descriptor, Machine learning, Retention time prediction, Supercritical fluid chromatography
刊行年月日: 2025-11-26
更新時刻: 2025-12-24 15:05:55 +0900

Extraction of physicochemical laws by symbolic regression using a Bayesian information criterion

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

Tsukuba University

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Kan Hatakeyama-Sato (author) (この著者で検索)

東京工業大学

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Yuma Iwasaki (author) (この著者で検索)

https://orcid.org/0000-0002-7117-277X

National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group

NIMS Researchers Directory SAMURAI

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Yasuhiko Igarashi (author) (この著者で検索)

Tsukuba University
キーワード: Machine learning
刊行年月日: 2024-12-31
更新時刻: 2024-11-14 16:30:30 +0900

A straightforward gradient-based approach for designing superconductors with high critical temperature: exploiting domain knowledge via adaptive constraints

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

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Anh Khoa Augustin Lu (author) (この著者で検索)

https://orcid.org/0000-0003-4702-0933

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Koji Shimizu (author) (この著者で検索)

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Satoshi Watanabe (author) (この著者で検索)

https://orcid.org/0000-0002-8069-6938 (unauthenticated)

National Institute for Materials Science
キーワード: Gradient-based optimization, Superconductor, Domain knowledge integration, Materials discovery, Critical temperature, Machine learning
刊行年月日: 2025-10-29
更新時刻: 2026-05-18 14:53:14 +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

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

Process optimization on kesterite-based ceramics for enhancing their thermoelectric performances assisted by active machine learning approach: A tool for metal-sulfide ceramics development

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

https://orcid.org/0000-0001-9056-0420

National Institute for Materials Science

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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

NIMS Researchers Directory SAMURAI

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Naoki Sato (author) (この著者で検索)

https://orcid.org/0000-0002-6429-0591

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Makoto Tachibana (author) (この著者で検索)

https://orcid.org/0000-0002-5907-5563

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Satoshi Ishii (author) (この著者で検索)

https://orcid.org/0000-0003-0731-8428

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Takao Mori (author) (この著者で検索)

https://orcid.org/0000-0003-2682-1846

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
キーワード: Kesterite, Machine learning, Process, Thermoelectric, Ceramic
刊行年月日: 2024-08-29
更新時刻: 2024-09-20 16:30:30 +0900

$Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis.pdf$

Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis

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

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Kenji Nagata (author) (この著者で検索)

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Keitaro Sodeyama (author) (この著者で検索)

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Kensaku Nakamura (author) (この著者で検索)

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Toshiki Tokuhira (author) (この著者で検索)

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Satoshi Shibata (author) (この著者で検索)

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Kazuki Hammura (author) (この著者で検索)

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Hiroki Sugisawa (author) (この著者で検索)

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Masaya Kawamura (author) (この著者で検索)

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Teruki Tsurimoto (author) (この著者で検索)

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Masanobu Naito (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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Takashi Nakanishi (author) (この著者で検索)

https://orcid.org/0000-0002-8744-782X

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
キーワード: Polypropylene, X-ray diffraction, Bayesian spectral deconvolution, Ising machine, Machine learning
刊行年月日: 2024-12-31
更新時刻: 2024-08-30 16:31:01 +0900

From Random Networks to AI-Driven Glass Design

プレゼンテーション
著者: N. M. Anoop Krishnan (author) (この著者で検索)

Indian Institute of Technology Delhi Department of Civil Engineering
キーワード: Machine learning, AI-Driven Glass Design
刊行年月日
更新時刻: 2025-09-25 16:30:42 +0900