MDR: NIMS Materials Data Repository

Keyword: Machine learning

Reset all filters

32 records found. Displaying records 1 to 10.

Reset all filters

Quasicrystals predicted and discovered by machine learning

Journal article
Creator: Chang Liu (author) (Search by this author)

;

Koichi Kitahara (author) (Search by this author)

;

Asuka Ishikawa (author) (Search by this author)

;

Takanobu Hiroto (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Alok Singh (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Erina Fujita (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Yukari Katsura (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Yuki Inada (author) (Search by this author)

;

Ryuji Tamura (author) (Search by this author)

;

Kaoru Kimura (author) (Search by this author)

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

National Institute for Materials Science

;

Ryo Yoshida (author) (Search by this author)

https://orcid.org/0000-0001-8092-0162 (unauthenticated)
Keyword: Crystal forms, Crystal phenomena, Crystal structure, Alloys, Machine learning
Date published: 2023-09-25
Updated at: 2024-11-21 16:36:03 +0900

Elemental Reactivity Maps for Materials Discovery

Journal article
Creator: Yuki Inada (author) (Search by this author)

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

;

Masaya Fujioka (author) (Search by this author)

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

;

Haruhiko Morito (author) (Search by this author)

;

Tohru Sugahara (author) (Search by this author)

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

;

Hisanori Yamane (author) (Search by this author)

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

;

Yukari Katsura (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI
Keyword: Crystal structure, Elements, Machine learning, Materials, Reactivity
Date published: 2025-03-25
Updated at: 2026-02-21 16:30:08 +0900

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

Journal article
Creator: Sitanan Sartyoungkul (author) (Search by this author)

;

Balasubramaniyan Sakthivel (author) (Search by this author)

;

Pavel Sidorov (author) (Search by this author)

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

;

Yuuya Nagata (author) (Search by this author)

https://orcid.org/0000-0001-5926-5845 (unauthenticated)
Keyword: Automated synthesis, Fragment descriptor, Machine learning, Retention time prediction, Supercritical fluid chromatography
Date published: 2025-11-26
Updated at: 2025-12-24 15:05:55 +0900

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

NIMS Researchers Directory SAMURAI

;

Miho Ohta (author) (Search by this author)

;

Debabrata Palai (author) (Search by this author)

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

National Institute for Materials Science

;

Shima Ito (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Kensaku Mori (author) (Search by this author)

;

Ryotaro Akagi (author) (Search by this author)

;

Christophe Bajan (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Guillaume Lambard (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Keitaro Sodeyama (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Tetsushi Taguchi (author) (Search by this author)

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

National Institute for Materials Science

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

Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications

Journal article
Creator: Guohai Chen (author) (Search by this author)

https://orcid.org/0000-0001-8481-0972 (unauthenticated)

;

Dai-Ming Tang (author) (Search by this author)

https://orcid.org/0000-0001-7136-7481

NIMS Researchers Directory SAMURAI
Keyword: Carbon Nanotubes, Synthesis, Properties, Machine learning
Date published: 2025-10-20
Updated at: 2025-12-13 08:30:03 +0900

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

Journal article
Creator: Quentin Bizot (author) (Search by this author)

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

;

Ryo Tamura (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

;

Guillaume Deffrennes (author) (Search by this author)

https://orcid.org/0000-0002-3752-2537 (unauthenticated)
Keyword: CALPHAD, Machine learning
Date published: 2026-02-07
Updated at: 2026-04-01 13:44:57 +0900

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

Journal article
Creator: Christophe Bajan (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

;

Guillaume Lambard (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI
Keyword: Graphical user interface, Statistical analysis, Machine learning, Bayesian optimization, Process optimization, User-friendly
Date published: 2025-01-21
Updated at: 2025-01-27 12:30:30 +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

NIMS Researchers Directory SAMURAI

;

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

NIMS Researchers Directory SAMURAI

;

LI Jiangnan (author) (Search by this author)

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

;

ZHANG Jiasheng (author) (Search by this author)

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

;

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

;

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

NIMS Researchers Directory SAMURAI

;

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

NIMS Researchers Directory SAMURAI

;

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

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

;

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

NIMS Researchers Directory SAMURAI

;

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

NIMS Researchers Directory SAMURAI

;

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

NIMS Researchers Directory SAMURAI

;

HONO Kazuhiro (author) (Search by this author)

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

National Institute for Materials Science

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