MDR: NIMS Materials Data Repository

Keyword: Machine learning

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30 records found. Displaying records 1 to 10.

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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

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;

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

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

National Institute for Materials Science

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;

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

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

National Institute for Materials Science

;

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

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

National Institute for Materials Science

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;

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

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

National Institute for Materials Science

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;

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

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

National Institute for Materials Science

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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

Statistical evaluation of phase fractions in a MoSiBTiC alloy by machine-learning-assisted segmentation of scanning electron microscopy images

Journal article
Creator: Chihana Kudo (author) (Search by this author)

;

Masahiko Demura (author) (Search by this author)

https://orcid.org/0000-0002-7308-3041

National Institute for Materials Science

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;

Akihiro Endo (author) (Search by this author)

https://orcid.org/0009-0009-7175-6079

National Institute for Materials Science

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Kenji Nagata (author) (Search by this author)

https://orcid.org/0000-0001-9894-4461

National Institute for Materials Science

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Kyosuke Yoshimi (author) (Search by this author)
Keyword: MoSiBTiC alloy, Scanning electron microscopy, Image segmentation, Machine learning, Bootstrap resampling, Fracture toughness
Date published: 2026-07-30
Updated at: 2026-09-16 10:47:16 +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

Journal article
Creator: Cédric Bourgès (author) (Search by this author)

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

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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Naoki Sato (author) (Search by this author)

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

National Institute for Materials Science

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Makoto Tachibana (author) (Search by this author)

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

National Institute for Materials Science

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Satoshi Ishii (author) (Search by this author)

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

National Institute for Materials Science

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Takao Mori (author) (Search by this author)

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

National Institute for Materials Science

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Keyword: Kesterite, Machine learning, Process, Thermoelectric, Ceramic
Date published: 2024-08-29
Updated at: 2024-09-20 16:30:30 +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

;

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

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;

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

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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

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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

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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

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Keyword: Kesterite, Machine learning, Process, Thermoelectric, Ceramic
Date published
Updated at: 2024-10-30 16:30:23 +0900

Prediction and optimization of epoxy adhesive strength from a small dataset through active learning

Journal article
Creator: Lambard, Guillaume (author) (Search by this author)

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

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Naito, Masanobu (author) (Search by this author)

https://orcid.org/0000-0001-7198-819X

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Samitsu, Sadaki (author) (Search by this author)

https://orcid.org/0000-0002-4139-1656

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Pruksawan, Sirawit (author) (Search by this author)

https://orcid.org/0000-0002-9380-1872 (unauthenticated)

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Sodeyama, Keitaro (author) (Search by this author)

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

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Keyword: active learning, Machine learning, adhesive
Date published: 2019-12-31
Updated at: 2024-01-05 22:11:50 +0900

Dieb-Tsuda2018_Chapter_MachineLearning-BasedExperimen.pdf

Machine Learning-Based Experimental Design in Materials Science

Book
Creator: Tsuda, Koji (author) (Search by this author)

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

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Dieb, Thaer M. (author) (Search by this author)

https://orcid.org/0000-0002-8111-2009

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Keyword: Materials design, Machine learning, Optimal experiment design
Date published: 2018-01-16
Updated at: 2022-10-03 01:58:06 +0900

Data-Driven Development of Magnetic Materials

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

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

Global Networking Division/International Center for Young Scientists, 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/Magnetic Materials Analysis 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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Keyword: Nd-Fe-B magnets, Magnetocaloric materials, Magnetic recodring, Machine learning
Date published
Updated at: 2024-10-16 16:30:20 +0900