MDR: NIMS Materials Data Repository

キーワード: Machine learning

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35 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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From Random Networks to AI-Driven Glass Design

プレゼンテーション
著者: N. M. Anoop Krishnan (author) (この著者で検索)

Indian Institute of Technology Delhi Department of Civil Engineering
キーワード: Machine learning, AI-Driven Glass Design
刊行年月日
更新時刻: 2025-09-25 16:30:42 +0900

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

ジャーナル論文
著者: E. Dengina (author) (この著者で検索)

National Institute for Materials Science

;

A. Bolyachkin (author) (この著者で検索)

https://orcid.org/0000-0003-0420-1806

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

;

H. Sepehri-Amin (author) (この著者で検索)

https://orcid.org/0000-0002-7856-7897

National Institute for Materials Science

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;

K. Hono (author) (この著者で検索)

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

National Institute for Materials Science

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キーワード: Magnetic recording, Micromagnetic simulations, Machine learning, FePt media
刊行年月日: 2022-05-13
更新時刻: 2024-10-15 16:30:13 +0900

Automated synthesis and fragment descriptor-based machine learning for retention time prediction in supercritical fluid chromatography

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

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Balasubramaniyan Sakthivel (author) (この著者で検索)

;

Pavel Sidorov (author) (この著者で検索)

https://orcid.org/0000-0001-6462-702X (unauthenticated)

;

Yuuya Nagata (author) (この著者で検索)

https://orcid.org/0000-0001-5926-5845 (unauthenticated)
キーワード: Automated synthesis, Fragment descriptor, Machine learning, Retention time prediction, Supercritical fluid chromatography
刊行年月日: 2025-11-26
更新時刻: 2025-12-24 15:05:55 +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

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Hwang Jaekyun (author) (この著者で検索)

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

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Yuya Sakuraba (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI

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Masato Kotsugi (author) (この著者で検索)

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

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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

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)

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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

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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

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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

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

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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

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;

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

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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

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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

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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