MDR: NIMS Materials Data Repository

Keyword: Machine learning

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30 records found.

Lung cancer detection in perioperative patients' exhaled breath with nanomechanical sensor array

Journal article
Creator: Yusuke Saeki (author) (Search by this author)

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Naoki Maki (author) (Search by this author)

;

Takahiro Nemoto (author) (Search by this author)

National Institute for Materials Science

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Katsushige Inada (author) (Search by this author)

;

Kosuke Minami (author) (Search by this author)

https://orcid.org/0000-0003-4145-1118

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Ryo Tamura (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Gaku Imamura (author) (Search by this author)

https://orcid.org/0000-0002-3130-7190

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Yukiko Cho-Isoda (author) (Search by this author)

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Shinsuke Kitazawa (author) (Search by this author)

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Hiroshi Kojima (author) (Search by this author)

;

Genki Yoshikawa (author) (Search by this author)

https://orcid.org/0000-0002-9136-8964

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Yukio Sato (author) (Search by this author)
Keyword: Lung cancer, Breath analysis, Electronic nose (e-nose), Membrane-type Surface stress Sensor (MSS), Machine learning
Date published: 2024-02-25
Updated at: 2025-02-25 12:30:08 +0900

Automated odor-blending with one-pot Bayesian optimization

Journal article
Creator: Yota Fukui (author) (Search by this author)

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Kosuke Minami (author) (Search by this author)

https://orcid.org/0000-0003-4145-1118

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Kota Shiba (author) (Search by this author)

https://orcid.org/0000-0001-7775-0318

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Genki Yoshikawa (author) (Search by this author)

https://orcid.org/0000-0002-9136-8964

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Koji Tsuda (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Ryo Tamura (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
Keyword: Machine learning, MSS, Bayesian optimization, Olfactory sensor
Date published: 2024-04-16
Updated at: 2024-06-10 12:30:19 +0900

Machine Learning Approach for Evaluation of Nanodefects and Magnetic Anisotropy in FePt Granular Films

Journal article
Creator: E. Dengina (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

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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: Magnetic recording, Micromagnetic simulations, Machine learning, FePt media
Date published: 2022-05-13
Updated at: 2024-10-15 16:30:13 +0900

Autonomous closed-loop exploration of composition-spread films for the anomalous Hall effect

Journal article
Creator: Ryo Toyama (author) (Search by this author)

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

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

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Shoichi Matsuda (author) (Search by this author)

https://orcid.org/0000-0002-0640-3404

NIMS Researchers Directory SAMURAI

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Yuma Iwasaki (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

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Yuya Sakuraba (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI
Keyword: Machine learning, Autonomous, Combinatorial, Anomalous Hall effect
Date published: 2025-11-19
Updated at: 2025-12-25 17:32:06 +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

NIMS Researchers Directory SAMURAI

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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

NIMS Researchers Directory SAMURAI

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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

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

Quasicrystals predicted and discovered by machine learning

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

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Koichi Kitahara (author) (Search by this author)

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Asuka Ishikawa (author) (Search by this author)

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Takanobu Hiroto (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Alok Singh (author) (Search by this author)

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

National Institute for Materials Science

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Erina Fujita (author) (Search by this author)

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

National Institute for Materials Science

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Yukari Katsura (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Yuki Inada (author) (Search by this author)

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Ryuji Tamura (author) (Search by this author)

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Kaoru Kimura (author) (Search by this author)

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

National Institute for Materials Science

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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

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)

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Ryo Tamura (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

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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

Machine Learning to Predict Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers

Conference presentation
Creator: Chiaki Yoshikawa (author) (Search by this author)

https://orcid.org/0000-0002-6589-387X

Research Center for Macromolecules and Biomaterials/Macromolecules Field/Polymer Surfaces and Devices Team, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Hiroshi Mamitsuka (author) (Search by this author)
Keyword: Machine learning, Multicellular dynamics, Concentrated polymer brush, Cellulose nanofiber
Date published
Updated at: 2025-11-06 12:30:42 +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)

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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

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Koji Shimizu (author) (Search by this author)

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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

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

Journal article
Creator: Ryo Toyama (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

;

Yuma Iwasaki (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

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Prabhanjan D. Kulkarni (author) (Search by this author)

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

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Hirofumi Suto (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

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Tomoya Nakatani (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

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Yuya Sakuraba (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI
Keyword: Machine learning, High-throughput, Combinatorial, Anomalous Hall effect
Date published: 2025-09-03
Updated at: 2025-12-26 13:11:05 +0900

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