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Keyword: Machine learning

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38 records found.

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

Journal article
Creator: Akihiro Nishiguchi (author) (Search by this author)

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

National Institute for Materials Science

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Miho Ohta (author) (Search by this author)

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Debabrata Palai (author) (Search by this author)

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

National Institute for Materials Science

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Shima Ito (author) (Search by this author)

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

National Institute for Materials Science

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Kensaku Mori (author) (Search by this author)

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Ryotaro Akagi (author) (Search by this author)

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Christophe Bajan (author) (Search by this author)

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

National Institute for Materials Science

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Guillaume Lambard (author) (Search by this author)

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

National Institute for Materials Science

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Keitaro Sodeyama (author) (Search by this author)

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

National Institute for Materials Science

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Tetsushi Taguchi (author) (Search by this author)

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

National Institute for Materials Science

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Keyword: Hydrogel, Embolic agent, Machine learning
Date published: 2024-11-07
Updated at: 2025-02-26 16:30:29 +0900

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

Journal article
Creator: Jianbo Lin (author) (Search by this author)

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Tomofumi Tada (author) (Search by this author)

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

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Ai Koizumi (author) (Search by this author)

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Masato Sumita (author) (Search by this author)

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

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Koji Tsuda (author) (Search by this author)

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

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Ryo Tamura (author) (Search by this author)

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

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Keyword: Machine learning, Ising machine, Proton configuration
Date published: 2025-02-06
Updated at: 2025-05-23 08:30:18 +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

Journal article
Creator: Yuma Iwasaki (author) (Search by this author)

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

National Institute for Materials Science

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Daisuke Ogawa (author) (Search by this author)

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

National Institute for Materials Science

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Masato Kotsugi (author) (Search by this author)

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Yukiko K. Takahashi (author) (Search by this author)

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

National Institute for Materials Science

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Keyword: Machine learning, Autonomous
Date published: 2025-12-31
Updated at: 2025-12-25 15:02:29 +0900

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

Journal article
Creator: Yuma Iwasaki (author) (Search by this author)

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

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Hwang Jaekyun (author) (Search by this author)

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

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Yuya Sakuraba (author) (Search by this author)

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

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Masato Kotsugi (author) (Search by this author)

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

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Yasuhiko Igarashi (author) (Search by this author)

https://orcid.org/0000-0003-1042-6657 (unauthenticated)
Keyword: autonomous materials search, ab-initio, Machine learning
Date published: 2022-12-31
Updated at: 2024-01-05 22:14:05 +0900

Machine Learning Assisted Optimization of SmFe12-based Alloys

Conference poster
Creator: BOLYACHKIN Anton (author) (Search by this author)

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

International Center for Young Scientists, National Institute for Materials Science

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SUBAGJA Toni (author) (Search by this author)

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

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

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LI Jiangnan (author) (Search by this author)

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

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ZHANG Jiasheng (author) (Search by this author)

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

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ASHOK KRISHNASWAMY Srinithi (author) (Search by this author)

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

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

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ABE Taichi (author) (Search by this author)

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

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

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TANG Xin (author) (Search by this author)

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

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

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TOZMAN KARANIKOLAS Pelin (author) (Search by this author)

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

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KULESH Nikita (author) (Search by this author)

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

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

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SEPEHRI AMIN Hossein (author) (Search by this author)

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

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

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OHKUBO Tadakatsu (author) (Search by this author)

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

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

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HONO Kazuhiro (author) (Search by this author)

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

National Institute for Materials Science

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Keyword: Machine learning, Hard magnetic materials, SmFe12-based alloys
Date published
Updated at: 2024-10-17 08:30:37 +0900

Autonomous search for materials with high Curie temperature using ab initio calculations and machine learning

Journal article
Creator: Yuma Iwasaki (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI
Keyword: Machine learning, Autonomous, Curie temperature, ab initio
Date published: 2024-12-31
Updated at: 2024-10-04 08:30:28 +0900

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

Journal article
Creator: Naoki Yamane (author) (Search by this author)

Tsukuba University

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Kan Hatakeyama-Sato (author) (Search by this author)

東京工業大学

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Yuma Iwasaki (author) (Search by this author)

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

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

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Yasuhiko Igarashi (author) (Search by this author)

Tsukuba University
Keyword: Machine learning
Date published: 2024-12-31
Updated at: 2024-11-14 16:30:30 +0900