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Keyword: machine learning

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Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature

Journal article
Creator: Seong-Hoon Jang (author) (Search by this author)

https://orcid.org/0000-0001-6026-636X (unauthenticated)

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Randy Jalem (author) (Search by this author)

https://orcid.org/0000-0001-9505-771X

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Yoshitaka Tateyama (author) (Search by this author)

https://orcid.org/0000-0002-5532-6134

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
Keyword: all solid state batteries, solid electrolytes, high-throughput first-principles calculation, computational materials search, machine learning, sodium ion conductors
Date published: 2024-08-05
Updated at: 2024-10-10 16:30:52 +0900

Data-driven analysis and visualization of dielectric properties curated from scientific literature

Journal article
Creator: Tomoki Murata (author) (Search by this author)

https://orcid.org/0000-0001-8698-9953 (unauthenticated)

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Naoto Saito (author) (Search by this author)

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Eiji Koyama (author) (Search by this author)

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Ton Nu Thanh Phuong (author) (Search by this author)

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Ryusuke Misawa (author) (Search by this author)

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Satoshi Yokomizo (author) (Search by this author)

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Tomoya Mato (author) (Search by this author)

https://orcid.org/0000-0002-0918-6468

NIMS Researchers Directory SAMURAI

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Yu Takada (author) (Search by this author)

https://orcid.org/0009-0002-0709-1817

NIMS Researchers Directory SAMURAI

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Sakyo Hirose (author) (Search by this author)

https://orcid.org/0000-0003-4090-7806 (unauthenticated)

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Yukari Katsura (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI
Keyword: Materials data analysis, database, data curation, dielectric materials, ferroelectric, machine learning, dimensionality reduction
Date published: 2025-12-31
Updated at: 2025-06-12 16:30:20 +0900

Advanced Science - 2025 - Si - Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy.pdf

Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning

Journal article
Creator: Qianli Si (author) (Search by this author)

National Institute for Materials Science

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Shoichi Matsuda (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Yasunobu Ando (author) (Search by this author)

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Toshiyuki Momma (author) (Search by this author)

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Yoshitaka Tateyama (author) (Search by this author)

https://orcid.org/0000-0002-5532-6134

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
Keyword: lithium metal battery, machine learning
Date published: 2025-05-05
Updated at: 2025-09-09 12:30:20 +0900

Advanced Science - 2023 - Uryu - Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder.pdf

Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns

Journal article
Creator: Hirotaka Uryu (author) (Search by this author)

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Tsunetomo Yamada (author) (Search by this author)

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Koichi Kitahara (author) (Search by this author)

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Alok Singh (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Yutaka Iwasaki (author) (Search by this author)

https://orcid.org/0000-0002-7317-4939

National Institute for Materials Science

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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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Kanta Hiroki (author) (Search by this author)

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Naoki Miyao (author) (Search by this author)

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Asuka Ishikawa (author) (Search by this author)

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Ryuji Tamura (author) (Search by this author)

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Satoshi Ohhashi (author) (Search by this author)

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Chang Liu (author) (Search by this author)

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Ryo Yoshida (author) (Search by this author)
Keyword: deep learning, x-ray powder diffraction, quasicrystal, phase identification, machine learning
Date published: 2023-11-14
Updated at: 2024-12-13 12:30:39 +0900

Structure Prediction from Chemical Formula Using Periodic Descriptors

Conference presentation
Creator: Yen-Ju Wu (author) (Search by this author)

https://orcid.org/0000-0003-2647-3407

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

NIMS Researchers Directory SAMURAI

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Yibin Xu (author) (Search by this author)

https://orcid.org/0000-0001-8600-8748

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

NIMS Researchers Directory SAMURAI
Keyword: periodic descriptor, structure prediction, machine learning, template substitution
Date published
Updated at: 2025-09-13 08:30:19 +0900

Understanding strain localization in metallic materials: a review of high-resolution digital image correlation and related techniques

Journal article
Creator: F. Briffod (author) (Search by this author)

https://orcid.org/0000-0002-3635-4885

NIMS Researchers Directory SAMURAI

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T. E.J. Edwards (author) (Search by this author)

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J. Quinta da Fonseca (author) (Search by this author)

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J. -C. Stinville (author) (Search by this author)

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D. Texier (author) (Search by this author)

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T. Vermeij (author) (Search by this author)
Keyword: High-resolution digital image correlation, strain localization, crystal plasticity, data merging, metallic materials, machine learning
Date published: 2026-12-31
Updated at: 2026-03-13 08:30:04 +0900

Development of an AI-based acoustic disturbance-detection method for robotic arc welding processes

Journal article
Creator: Houichi Kitano (author) (Search by this author)

https://orcid.org/0000-0002-0778-574X

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Masaki Kobayashi (author) (Search by this author)

https://orcid.org/0000-0002-5161-2600

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Masahiko Demura (author) (Search by this author)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
Keyword: Acoustic sensing, in-process monitoring, gas metal arc welding, disturbance detection, machine learning, explainable AI, smart manufacturing
Date published: 2026-12-31
Updated at: 2026-06-25 09:51:40 +0900

Rapid discovery of new Eu2+-activated phosphors with a designed luminescence color using a data-driven approach

Journal article
Creator: Yukinori Koyama (author) (Search by this author)

https://orcid.org/0000-0002-7090-4430

Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Hidekazu Ikeno (author) (Search by this author)

Osaka Metropolitan University

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Masamichi Harada (author) (Search by this author)

Research Center for Functional Materials, National Institute for Materials Science

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Shiro Funahashi (author) (Search by this author)

Research Center for Functional Materials, National Institute for Materials Science

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Takashi Takeda (author) (Search by this author)

https://orcid.org/0000-0003-2510-4562

Research Center for Functional Materials, National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Naoto Hirosaki (author) (Search by this author)

Research Center for Functional Materials, National Institute for Materials Science
Keyword: phosphor, materials design, machine learning, luminescence, emission spectrum, Eu2+
Date published: 2022-11-29
Updated at: 2024-01-05 22:11:23 +0900