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Keyword: Machine learning

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28 records found.

Data-driven optimization of FePt heat-assisted magnetic recording media accelerated by deep learning TEM image segmentation

Journal article
Creator: N. Kulesh (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

A. Bolyachkin (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

I. Suzuki (author) (Search by this author)

https://orcid.org/0000-0002-8932-8226 (unauthenticated)

National Institute for Materials Science

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

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

H. Sepehri-Amin (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

K. Hono (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
Keyword: Heat-assisted magnetic recording (HAMR), FePt, Deep learning, Machine learning, Image segmentation
Date published: 2023-05-27
Updated at: 2025-05-27 08:30:20 +0900

Revised Manuscript-ActaMater_20240327.docx

ALMLBO PIPELINE APPROACH APPLY TO MATERIAL PROCESS AND COMPOSITION OPTIMIZATION FOR ENERGY-SAVING APPLICATIONS

Conference presentation
Creator: Cédric Bourgès (author) (Search by this author)

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

International Center for Young Scientists, National Institute for Materials Science

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Guillaume Lambard (author) (Search by this author)

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

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

NIMS Researchers Directory SAMURAI

;

Naoki Sato (author) (Search by this author)

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

Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Makoto Tachibana (author) (Search by this author)

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

Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Satoshi Ishii (author) (Search by this author)

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

Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Optical Nanostructure Team, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Takao Mori (author) (Search by this author)

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

Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science

NIMS Researchers Directory SAMURAI
Keyword: Kesterite, Machine learning, Process, Thermoelectric, Ceramic
Date published
Updated at: 2024-10-30 16:30:23 +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

Journal article
Creator: Zhendong Wu (author) (Search by this author)

;

Yusuke Hayashi (author) (Search by this author)

https://orcid.org/0000-0001-5672-1497

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Tetsuya Tohei (author) (Search by this author)

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Kazushi Sumitani (author) (Search by this author)

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Yasuhiko Imai (author) (Search by this author)

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Shigeru Kimura (author) (Search by this author)

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Akira Sakai (author) (Search by this author)
Keyword: GaN, SPring-8, nanoXRD, Machine learning
Date published: 2025-08-01
Updated at: 2025-07-31 12:30:18 +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

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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

NIMS Researchers Directory SAMURAI

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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

NIMS Researchers Directory SAMURAI

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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

NIMS Researchers Directory SAMURAI
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)

;

Koji Tsuda (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

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Ryo Tamura (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI
Keyword: Machine learning, Ising machine, Proton configuration
Date published: 2025-02-06
Updated at: 2025-05-23 08:30:18 +0900

Autonomous search for half-metallic materials with B 2 structure

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

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

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Ryo Toyama (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

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Takahiro Yamazaki (author) (Search by this author)

https://orcid.org/0000-0003-0738-9373 (unauthenticated)

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Yasuhiko Igarashi (author) (Search by this author)

https://orcid.org/0000-0003-1042-6657 (unauthenticated)

;

Masato Kotsugi (author) (Search by this author)

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

;

Yuya Sakuraba (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI
Keyword: Machine learning, Autonomous, ab initio, Half metal
Date published: 2024-12-31
Updated at: 2024-10-04 08:30:32 +0900

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

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

;

Anh Khoa Augustin Lu (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Koji Shimizu (author) (Search by this author)

;

Satoshi Watanabe (author) (Search by this author)

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

National Institute for Materials Science
Keyword: Gradient-based optimization, Superconductor, Domain knowledge integration, Materials discovery, Critical temperature, Machine learning
Date published: 2025-10-29
Updated at: 2026-05-18 14:53:14 +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

From Random Networks to AI-Driven Glass Design

Conference presentation
Creator: N. M. Anoop Krishnan (author) (Search by this author)

Department of Civil Engineering, Indian Institute of Technology Delhi
Keyword: Machine learning, AI-Driven Glass Design
Date published
Updated at: 2025-09-25 16:30:42 +0900

Improving efficiency of autonomous material search via transfer learning from nontarget properties

Journal article
Creator: Jaekyun Hwang (author) (Search by this author)

National Institute for Materials Science

;

Yuma Iwasaki (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
Keyword: Machine learning
Date published: 2023-12-31
Updated at: 2024-01-05 22:11:31 +0900

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