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Keyword: Machine learning

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33 records found.

Extraction of physicochemical laws by symbolic regression using a Bayesian information criterion

Journal article
Creator: Naoki Yamane (author) (Search by this author)

Tsukuba University

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Kan Hatakeyama-Sato (author) (Search by this author)

東京工業大学

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Yuma Iwasaki (author) (Search by this author)

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

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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;

Yasuhiko Igarashi (author) (Search by this author)

Tsukuba University
Keyword: Machine learning
Date published: 2024-12-31
Updated at: 2024-11-14 16:30:30 +0900

Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization

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

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

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Hwang Jaekyun (author) (Search by this author)

https://orcid.org/0000-0002-1792-0044 (unauthenticated)

;

Yuya Sakuraba (author) (Search by this author)

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

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Masato Kotsugi (author) (Search by this author)

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

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Yasuhiko Igarashi (author) (Search by this author)

https://orcid.org/0000-0003-1042-6657 (unauthenticated)
Keyword: autonomous materials search, ab-initio, Machine learning
Date published: 2022-12-31
Updated at: 2024-01-05 22:14:05 +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

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Kota Shiba (author) (Search by this author)

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

National Institute for Materials Science

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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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Koji Tsuda (author) (Search by this author)

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

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

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Yuma Iwasaki (author) (Search by this author)

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

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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

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Tomoya Nakatani (author) (Search by this author)

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

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Yuya Sakuraba (author) (Search by this author)

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

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

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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

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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

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