MDR: NIMS Materials Data Repository

キーワード: Machine learning

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15 件のレコードが見つかりました。

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

Prediction and optimization of epoxy adhesive strength from a small dataset through active learning

ジャーナル論文
著者: Lambard, Guillaume (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI

;

Naito, Masanobu (author) (この著者で検索)

https://orcid.org/0000-0001-7198-819X

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;

Samitsu, Sadaki (author) (この著者で検索)

https://orcid.org/0000-0002-4139-1656

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Pruksawan, Sirawit (author) (この著者で検索)

https://orcid.org/0000-0002-9380-1872 (unauthenticated)

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Sodeyama, Keitaro (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI
キーワード: active learning, Machine learning, adhesive
刊行年月日: 2019-12-31
更新時刻: 2024-01-05 22:11:50 +0900

Active learning for predicting the enthalpy of mixing in binary liquids based on ab initio molecular dynamics

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

https://orcid.org/0000-0002-4314-2266 (unauthenticated)

;

Ryo Tamura (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI

;

Guillaume Deffrennes (author) (この著者で検索)

https://orcid.org/0000-0002-3752-2537 (unauthenticated)
キーワード: CALPHAD, Machine learning
刊行年月日: 2026-02-07
更新時刻: 2026-04-01 13:44:57 +0900

takahara-et-al-2024-toward-the-atomic-level-analysis-of-ground-state-electronic-structures-of-solid-materials-via.pdf

Toward the Atomic-Level Analysis of Ground-State Electronic Structures of Solid Materials via Prediction from Core-Loss Spectra: A Computational Study in Si

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

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Fumihiko Uesugi (author) (この著者で検索)

https://orcid.org/0000-0003-3346-4218

National Institute for Materials Science

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;

Koji Kimoto (author) (この著者で検索)

https://orcid.org/0000-0002-3927-0492

National Institute for Materials Science

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;

Kiyou Shibata (author) (この著者で検索)

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Teruyasu Mizoguchi (author) (この著者で検索)
キーワード: Machine learning, ELNES, XANES, PDOS
刊行年月日: 2024-08-15
更新時刻: 2024-10-02 12:30:19 +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

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