MDR: NIMS Materials Data Repository

資源タイプ: ジャーナル論文キーワード: machine learning

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25 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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Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC

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

Saga University Synchrotron Light Application Center

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Kazutoshi Takahashi (author) (この著者で検索)
キーワード: Photoemission spectroscopy, non-negative matrix factorization, graphene, machine learning, data-driven analysis
刊行年月日: 2026-06-19
更新時刻: 2026-06-24 15:38:41 +0900

2023 Roadmap on molecular modelling of electrochemical energy materials

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

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Jun Cheng (author) (この著者で検索)

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Yiming Chen (author) (この著者で検索)

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Maria K Y Chan (author) (この著者で検索)

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Qiong Cai (author) (この著者で検索)

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Rodrigo P Carvalho (author) (この著者で検索)

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Cleber F N Marchiori (author) (この著者で検索)

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Daniel Brandell (author) (この著者で検索)

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C Moyses Araujo (author) (この著者で検索)

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Ming Chen (author) (この著者で検索)

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Xiangyu Ji (author) (この著者で検索)

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Guang Feng (author) (この著者で検索)

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Kateryna Goloviznina (author) (この著者で検索)

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Alessandra Serva (author) (この著者で検索)

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Mathieu Salanne (author) (この著者で検索)

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Toshihiko Mandai (author) (この著者で検索)

https://orcid.org/0000-0002-2403-7794

National Institute for Materials Science (NIMS)

NIMS Researchers Directory SAMURAI

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Tomooki Hosaka (author) (この著者で検索)

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Mirna Alhanash (author) (この著者で検索)

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Patrik Johansson (author) (この著者で検索)

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Yun-Ze Qiu (author) (この著者で検索)

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Hai Xiao (author) (この著者で検索)

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Michael Eikerling (author) (この著者で検索)

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Ryosuke Jinnouchi (author) (この著者で検索)

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Marko M Melander (author) (この著者で検索)

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Georg Kastlunger (author) (この著者で検索)

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Assil Bouzid (author) (この著者で検索)

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Alfredo Pasquarello (author) (この著者で検索)

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Seung-Jae Shin (author) (この著者で検索)

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Minho M Kim (author) (この著者で検索)

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Hyungjun Kim (author) (この著者で検索)

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Kathleen Schwarz (author) (この著者で検索)

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Ravishankar Sundararaman (author) (この著者で検索)
キーワード: electrochemical interfaces, density-functional theory, molecular dynamics simulation, electrochemical energy storage, machine learning, electrocatalysis
刊行年月日: 2023-10-01
更新時刻: 2024-03-22 00:53:39 +0900

Pitfalls in Artificial Intelligence_revised_clean_v2.docx

Pitfalls in Artificial Intelligence Powered Discovery Due to Electrocatalyst Evaluation Methodologies

ジャーナル論文
著者: Abraham Castro Garcia (author) (この著者で検索)

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Ken Sakaushi (author) (この著者で検索)

https://orcid.org/0000-0003-4797-9087

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
キーワード: machine learning
刊行年月日: 2025-09-04
更新時刻: 2026-04-30 12:01:11 +0900

Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm

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

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Yukiko Kondo (author) (この著者で検索)

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Masa-aki Kakimoto (author) (この著者で検索)

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Bin Yang (author) (この著者で検索)

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Hironao Yamada (author) (この著者で検索)

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Isao Kuwajima (author) (この著者で検索)

https://orcid.org/0000-0002-5994-3834

NIMS Researchers Directory SAMURAI

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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

NIMS Researchers Directory SAMURAI

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Kenta Hongo (author) (この著者で検索)

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Yibin Xu (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI

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Junichiro Shiomi (author) (この著者で検索)

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Christoph Schick (author) (この著者で検索)

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Junko Morikawa (author) (この著者で検索)

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Ryo Yoshida (author) (この著者で検索)
キーワード: machine learning, polymer, thermal conductivity, molecular design
刊行年月日: 2019-06-21
更新時刻: 2024-11-21 16:31:23 +0900

3-12-Revised Manuscript without Any Highlighting.docx

Machine-Learning-Driven Discovery of Mn⁴⁺-Doped Red-Emitting Fluorides with Short Excited-State Lifetime and High Efficiency for Mini Light-Emitting Diode Displays

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

https://orcid.org/0000-0003-0118-1897 (unauthenticated)

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Yayun Zhou (author) (この著者で検索)

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Maxim S. Molokeev (author) (この著者で検索)

https://orcid.org/0000-0002-8297-0945 (unauthenticated)

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Chuang Zhang (author) (この著者で検索)

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Lin Huang (author) (この著者で検索)

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Yuanjing Wang (author) (この著者で検索)

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Hong-Tao Sun (author) (この著者で検索)

https://orcid.org/0000-0002-0003-7941

NIMS Researchers Directory SAMURAI

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Enhai Song (author) (この著者で検索)

https://orcid.org/0000-0003-1666-0532 (unauthenticated)

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Qinyuan Zhang (author) (この著者で検索)

https://orcid.org/0000-0001-6544-4735 (unauthenticated)
キーワード: luminescent materials, machine learning
刊行年月日: 2024-05-06
更新時刻: 2025-04-03 08:30:20 +0900

Machine learning approach for the prediction of electron inelastic mean free paths

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

National Institute for Materials Science

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Lihao Yang (author) (この著者で検索)

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Zhufeng Hou (author) (この著者で検索)

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Bo Da (author) (この著者で検索)

https://orcid.org/0000-0002-0785-8662

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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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

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Hideki Yoshikawa (author) (この著者で検索)

https://orcid.org/0000-0002-7389-8865

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Shigeo Tanuma (author) (この著者で検索)

https://orcid.org/0000-0003-2628-9941

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

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Yang Sun (author) (この著者で検索)

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Zejun Ding (author) (この著者で検索)
キーワード: machine learning, inelastic mean free path
刊行年月日: 2021-03-24
更新時刻: 2024-01-05 22:13:49 +0900

Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences

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

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

NIMS Researchers Directory SAMURAI

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Yukako Kohriki (author) (この著者で検索)

https://orcid.org/0000-0002-6858-1273

NIMS Researchers Directory SAMURAI

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Masamichi Harada (author) (この著者で検索)

https://orcid.org/0000-0002-7321-0733

NIMS Researchers Directory SAMURAI

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Naoto Hirosaki (author) (この著者で検索)

https://orcid.org/0000-0001-9218-9557

NIMS Researchers Directory SAMURAI

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Takashi Takeda (author) (この著者で検索)

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

NIMS Researchers Directory SAMURAI
キーワード: phosphor, machine learning, europium, oxidation state
刊行年月日: 2024-12-10
更新時刻: 2025-11-25 08:30:03 +0900

Networking autonomous material exploration systems through transfer learning

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

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Yutaro Iwabuchi (author) (この著者で検索)

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Yasuhiko Igarashi (author) (この著者で検索)

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Yuma Iwasaki (author) (この著者で検索)

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

National Institute for Materials Science

NIMS Researchers Directory SAMURAI
キーワード: machine learning
刊行年月日: 2025-12-09
更新時刻: 2025-12-13 08:30:26 +0900