MDR: NIMS Materials Data Repository

キーワード: Machine learning

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35 件のレコードが見つかりました。

Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization

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

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

NIMS Researchers Directory SAMURAI

;

Hwang Jaekyun (author) (この著者で検索)

https://orcid.org/0000-0002-1792-0044 (unauthenticated)

;

Yuya Sakuraba (author) (この著者で検索)

https://orcid.org/0000-0003-4618-9550

NIMS Researchers Directory SAMURAI

;

Masato Kotsugi (author) (この著者で検索)

https://orcid.org/0000-0002-4841-1808 (unauthenticated)

;

Yasuhiko Igarashi (author) (この著者で検索)

https://orcid.org/0000-0003-1042-6657 (unauthenticated)
キーワード: autonomous materials search, ab-initio, Machine learning
刊行年月日: 2022-12-31
更新時刻: 2024-01-05 22:14:05 +0900

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)

;

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

;

Pavel Sidorov (author) (この著者で検索)

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

;

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

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

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;

Miho Ohta (author) (この著者で検索)

;

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)

;

Christophe Bajan (author) (この著者で検索)

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

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

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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

NIMS Researchers Directory SAMURAI

;

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

Autonomous materials search using machine learning and ab initio calculations for L10-FePt-based quaternary alloys (1).pdf

Autonomous materials search using machine learning and ab initio calculations for L1 ₀ -FePt-based quaternary alloys

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

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Daisuke Ogawa (author) (この著者で検索)

https://orcid.org/0000-0002-4373-6435

National Institute for Materials Science

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;

Masato Kotsugi (author) (この著者で検索)

;

Yukiko K. Takahashi (author) (この著者で検索)

https://orcid.org/0000-0001-9197-7236

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
キーワード: Machine learning, Autonomous
刊行年月日: 2025-12-31
更新時刻: 2025-12-25 15:02:29 +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

;

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

東京工業大学

;

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

;

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

High-throughput materials exploration system for the anomalous Hall effect using combinatorial experiments and machine learning

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

https://orcid.org/0000-0002-7398-5803

NIMS Researchers Directory SAMURAI

;

Yuma Iwasaki (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI

;

Prabhanjan D. Kulkarni (author) (この著者で検索)

https://orcid.org/0000-0002-4605-5256

;

Hirofumi Suto (author) (この著者で検索)

https://orcid.org/0000-0003-4387-5862

NIMS Researchers Directory SAMURAI

;

Tomoya Nakatani (author) (この著者で検索)

https://orcid.org/0000-0001-9590-216X

NIMS Researchers Directory SAMURAI

;

Yuya Sakuraba (author) (この著者で検索)

https://orcid.org/0000-0003-4618-9550

NIMS Researchers Directory SAMURAI
キーワード: Machine learning, High-throughput, Combinatorial, Anomalous Hall effect
刊行年月日: 2025-09-03
更新時刻: 2025-12-26 13:11:05 +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

;

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

;

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

;

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

;

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

;

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