MDR: NIMS Materials Data Repository

キーワード: Machine learning

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14 件のレコードが見つかりました。 1件目から10件目まで表示します。

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Process optimization on kesterite-based ceramics for enhancing their thermoelectric performances assisted by active machine learning approach: A tool for metal-sulfide ceramics development

ジャーナル論文
著者: Cédric Bourgès (author) (この著者で検索)

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

National Institute for Materials Science

;

Guillaume Lambard (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Naoki Sato (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Makoto Tachibana (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Satoshi Ishii (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Takao Mori (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
キーワード: Kesterite, Machine learning, Process, Thermoelectric, Ceramic
刊行年月日: 2024-08-29
更新時刻: 2024-09-20 16:30:30 +0900

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

ジャーナル論文
著者: Chihana Kudo (author) (この著者で検索)

;

Masahiko Demura (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Akihiro Endo (author) (この著者で検索)

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

National Institute for Materials Science

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;

Kenji Nagata (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Kyosuke Yoshimi (author) (この著者で検索)
キーワード: MoSiBTiC alloy, Scanning electron microscopy, Image segmentation, Machine learning, Bootstrap resampling, Fracture toughness
刊行年月日: 2026-07-30
更新時刻: 2026-09-16 10:47:16 +0900

Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications

ジャーナル論文
著者: Guohai Chen (author) (この著者で検索)

https://orcid.org/0000-0001-8481-0972 (unauthenticated)

;

Dai-Ming Tang (author) (この著者で検索)

https://orcid.org/0000-0001-7136-7481

NIMS Researchers Directory SAMURAI
キーワード: Carbon Nanotubes, Synthesis, Properties, Machine learning
刊行年月日: 2025-10-20
更新時刻: 2025-12-13 08:30:03 +0900

Phase-separation induced dislocation-network cellular structures in Ti-Zr-Nb-Mo-Ta high-entropy alloy processed by laser powder bed fusion

ジャーナル論文
著者: Han Chen (author) (この著者で検索)

;

Daisuke Egusa (author) (この著者で検索)

;

Zehao Li (author) (この著者で検索)

National Institute for Materials Science

;

Taisuke Sasaki (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Ryosuke Ozasa (author) (この著者で検索)

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Takuya Ishimoto (author) (この著者で検索)

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Masayuki Okugawa (author) (この著者で検索)

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Yuichiro Koizumi (author) (この著者で検索)

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Takayoshi Nakano (author) (この著者で検索)

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Eiji Abe (author) (この著者で検索)
キーワード: High-entropy alloy, Laser powder bed fusion, Cellular structure, Phase separation, Dislocation-network, Electron microscopy, Machine learning
刊行年月日: 2025-03-12
更新時刻: 2025-04-08 13:16:16 +0900

Quasicrystals predicted and discovered by machine learning

ジャーナル論文
著者: Chang Liu (author) (この著者で検索)

;

Koichi Kitahara (author) (この著者で検索)

;

Asuka Ishikawa (author) (この著者で検索)

;

Takanobu Hiroto (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

Alok Singh (author) (この著者で検索)

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

National Institute for Materials Science

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;

Erina Fujita (author) (この著者で検索)

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

National Institute for Materials Science

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;

Yukari Katsura (author) (この著者で検索)

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

National Institute for Materials Science

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;

Yuki Inada (author) (この著者で検索)

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Ryuji Tamura (author) (この著者で検索)

;

Kaoru Kimura (author) (この著者で検索)

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

National Institute for Materials Science

;

Ryo Yoshida (author) (この著者で検索)

https://orcid.org/0000-0001-8092-0162 (unauthenticated)
キーワード: Crystal forms, Crystal phenomena, Crystal structure, Alloys, Machine learning
刊行年月日: 2023-09-25
更新時刻: 2024-11-21 16:36:03 +0900

Data-driven analysis of hydrogen embrittlement in martensitic steels with interpretable machine learning

ジャーナル論文
著者: Houichi Kitano (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI

;

Yuuji Kimura (author) (この著者で検索)

https://orcid.org/0000-0002-8907-0704

NIMS Researchers Directory SAMURAI

;

Akinobu Shibata (author) (この著者で検索)

https://orcid.org/0000-0001-8577-6411

NIMS Researchers Directory SAMURAI
キーワード: Hydrogen embrittlement, Martensitic steel, Machine learning, hap (shapley additive explanations), Symbolic regression
刊行年月日: 2026-04-23
更新時刻: 2026-06-17 09:57:29 +0900

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

ジャーナル論文
著者: Yuma Iwasaki (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI

;

Hwang Jaekyun (author) (この著者で検索)

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

;

Yuya Sakuraba (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI

;

Masato Kotsugi (author) (この著者で検索)

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

;

Yasuhiko Igarashi (author) (この著者で検索)

https://orcid.org/0000-0003-1042-6657 (unauthenticated)
キーワード: autonomous materials search, ab-initio, Machine learning
刊行年月日: 2022-12-31
更新時刻: 2024-01-05 22:14:05 +0900

Revised Manuscript-ActaMater_20240327.docx

ALMLBO PIPELINE APPROACH APPLY TO MATERIAL PROCESS AND COMPOSITION OPTIMIZATION FOR ENERGY-SAVING APPLICATIONS

プレゼンテーション
著者: Cédric Bourgès (author) (この著者で検索)

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

National Institute for Materials Science International Center for Young Scientists

;

Guillaume Lambard (author) (この著者で検索)

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

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

NIMS Researchers Directory SAMURAI

;

Naoki Sato (author) (この著者で検索)

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

National Institute for Materials Science Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group

NIMS Researchers Directory SAMURAI

;

Makoto Tachibana (author) (この著者で検索)

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

National Institute for Materials Science Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group

NIMS Researchers Directory SAMURAI

;

Satoshi Ishii (author) (この著者で検索)

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

National Institute for Materials Science Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Optical Nanostructure Team

NIMS Researchers Directory SAMURAI

;

Takao Mori (author) (この著者で検索)

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

National Institute for Materials Science Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group

NIMS Researchers Directory SAMURAI
キーワード: Kesterite, Machine learning, Process, Thermoelectric, Ceramic
刊行年月日
更新時刻: 2024-10-30 16:30:23 +0900