MDR: NIMS Materials Data Repository

Keyword: Machine learning

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28 records found. Displaying records 1 to 10.

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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)

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Takahiro Nemoto (author) (Search by this author)

National Institute for Materials Science

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Katsushige Inada (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

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Ryo Tamura (author) (Search by this author)

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

National Institute for Materials Science

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Gaku Imamura (author) (Search by this author)

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

National Institute for Materials Science

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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)

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Genki Yoshikawa (author) (Search by this author)

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

National Institute for Materials Science

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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

DataSummary_Extrusion_Manuscript_20210728.xlsx

Process parameters and magnetic properties (coercivity, remanence, squareness, maximum energy product) of data-driven fabrication of Nd-Fe-B anisotropic magnets by direct hot extrusion.

Dataset
Creator: Lambard, Guillaume (author) (Search by this author)

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

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Sasaki, Taisuke (author) (Search by this author)

https://orcid.org/0000-0002-5952-7638

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

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

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Ohkubo, Tadakatsu (author) (Search by this author)

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

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Hono, Kazuhiro (author) (Search by this author)

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

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Keyword: Maximum energy product, Coercivity, Squareness, Machine learning, Remanence, Process, Bayesian Optimization, Hot extrusion, Active learning, Nd-Fe-B magnet
Date published: 2021-10-11
Updated at: 2022-10-03 02:01:08 +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

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

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Guillaume Lambard (author) (Search by this author)

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

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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 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

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

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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

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

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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

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

NIMS Researchers Directory SAMURAI

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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