Keyword: Machine learning
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38 records found.

Wu 2025 J Appl Crystallogr nanoXRD UMAP HVPE GaN.pdf
Machine learning assisted nanobeam X-ray diffraction based analysis on hydride vapor-phase epitaxy GaN
Article
Creator
Zhendong Wu ; Yusuke Hayashi SAMURAI ORCID ; Tetsuya Tohei ; Kazushi Sumitani ; Yasuhiko Imai ; Shigeru Kimura ; Akira Sakai
Keyword
GaN, SPring-8, nanoXRD, Machine learning
Date published
2025-08-01
Updated at
2025-07-31 12:30:18 +0900
Manuscript_final.pdf
Elemental Reactivity Maps for Materials Discovery
Article
Creator
Yuki Inada ORCID ; Masaya Fujioka ORCID ; Haruhiko Morito ; Tohru Sugahara ORCID ; Hisanori Yamane ORCID ; Yukari Katsura SAMURAI ORCID
Keyword
Crystal structure, Elements, Machine learning, Materials, Reactivity
Date published
2025-03-25
Updated at
2026-02-21 16:30:08 +0900
lin-et-al-2025-determination-of-stable-proton-configurations-by-black-box-optimization-using-an-ising-machine.pdf
Determination of Stable Proton Configurations by Black-Box Optimization Using an Ising Machine
Article
Creator
Jianbo Lin ; Tomofumi Tada ORCID ; Ai Koizumi ; Masato Sumita ORCID ; Koji Tsuda SAMURAI ORCID ; Ryo Tamura SAMURAI ORCID
Keyword
Machine learning, Ising machine, Proton configuration
Date published
2025-02-06
Updated at
2025-05-23 08:30:18 +0900
1-s2.0-S2214860425001010-main.pdf
Phase-separation induced dislocation-network cellular structures in Ti-Zr-Nb-Mo-Ta high-entropy alloy processed by laser powder bed fusion
Article
Creator
Han Chen ; Daisuke Egusa ; Zehao Li ; Taisuke Sasaki SAMURAI ORCID ; Ryosuke Ozasa ; Takuya Ishimoto ; Masayuki Okugawa ; Yuichiro Koizumi ; Takayoshi Nakano ; Eiji Abe
Keyword
High-entropy alloy, Laser powder bed fusion, Cellular structure, Phase separation, Dislocation-network, Electron microscopy, Machine learning
Date published
2025-03-12
Updated at
2025-04-08 13:16:16 +0900
Manuscript.pdf
In Situ Forming Supramolecular Nanofiber Hydrogel as a Biodegradable Liquid Embolic Agent for Postembolization Tissue Remodeling
Article
Creator
Akihiro Nishiguchi SAMURAI ORCID ; Miho Ohta ; Debabrata Palai ORCID ; Shima Ito SAMURAI ORCID ; Kensaku Mori ; Ryotaro Akagi ; Christophe Bajan SAMURAI ORCID ; Guillaume Lambard SAMURAI ORCID ; Keitaro Sodeyama SAMURAI ORCID ; Tetsushi Taguchi SAMURAI ORCID
Keyword
Hydrogel, Embolic agent, Machine learning
Date published
2024-11-07
Updated at
2025-02-26 16:30:29 +0900
1-s2.0-S0169743925000085-main.pdf
MADGUI: Multi-Application Design Graphical User Interface for active learning assisted by Bayesian optimization
Article
Creator
Christophe Bajan SAMURAI ORCID ; Guillaume Lambard SAMURAI ORCID
Keyword
Graphical user interface, Statistical analysis, Machine learning, Bayesian optimization, Process optimization, User-friendly
Date published
2025-01-21
Updated at
2025-01-27 12:30:30 +0900
Manuscript R1(clean).docx
Lung cancer detection in perioperative patients' exhaled breath with nanomechanical sensor array
Article
Creator
Yusuke Saeki ; Naoki Maki ; Takahiro Nemoto ; Katsushige Inada ; Kosuke Minami SAMURAI ORCID ; Ryo Tamura SAMURAI ORCID ; Gaku Imamura SAMURAI ORCID ; Yukiko Cho-Isoda ; Shinsuke Kitazawa ; Hiroshi Kojima ; Genki Yoshikawa SAMURAI ORCID ; Yukio Sato
Keyword
Lung cancer, Breath analysis, Electronic nose (e-nose), Membrane-type Surface stress Sensor (MSS), Machine learning
Date published
2024-02-25
Updated at
2025-02-25 12:30:08 +0900
2024_Exploring new useful phosphors by combining experiments with machine learning.pdf
Exploring new useful phosphors by combining experiments with machine learning
Article
Creator
Takashi Takeda SAMURAI ORCID ; Yukinori Koyama SAMURAI ORCID ; Hidekazu Ikeno ; Satoru Matsuishi SAMURAI ORCID ; Naoto Hirosaki SAMURAI ORCID
Keyword
Phosphor, High-throughput experiment, Machine learning, Local structure, Europium
Date published
2024-12-31
Updated at
2024-12-05 16:30:28 +0900
PhysRevMaterials.7.093805.pdf
Quasicrystals predicted and discovered by machine learning
Article
Creator
Chang Liu ; Koichi Kitahara ; Asuka Ishikawa ; Takanobu Hiroto SAMURAI ORCID ; Alok Singh SAMURAI ORCID ; Erina Fujita SAMURAI ORCID ; Yukari Katsura SAMURAI ORCID ; Yuki Inada ; Ryuji Tamura ; Kaoru Kimura ORCID ; Ryo Yoshida ORCID
Keyword
Crystal forms, Crystal phenomena, Crystal structure, Alloys, Machine learning
Date published
2023-09-25
Updated at
2024-11-21 16:36:03 +0900
Effects of data bias on machine-learning based material discovery using experimental property data.pdf
Effects of data bias on machine-learning–based material discovery using experimental property data
Article
Creator
Masaya Kumagai ; Yuki Ando ; Atsumi Tanaka ; Koji Tsuda SAMURAI ORCID ; Yukari Katsura SAMURAI ORCID ; Ken Kurosaki ORCID
Keyword
Machine learning, material informatics, large-scale material data, data bias
Date published
2022-12-31
Updated at
2024-11-16 08:31:01 +0900