Keyword: Machine learning
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38 records found.

車テク202407-10　材料開発における4つのインフォマティクス.pdf
材料開発における4つのインフォマティクス
Report
Creator
岩﨑 悠真 SAMURAI ORCID
Keyword
Machine learning
Date published
[2024年7月]
Updated at
2024-12-02 16:31:05 +0900
Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis.pdf
Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis
Article
Creator
Ryo Tamura SAMURAI ORCID ; Kenji Nagata ; Keitaro Sodeyama ; Kensaku Nakamura ; Toshiki Tokuhira ; Satoshi Shibata ; Kazuki Hammura ; Hiroki Sugisawa ; Masaya Kawamura ; Teruki Tsurimoto ; Masanobu Naito ; Masahiko Demura SAMURAI ORCID ; Takashi Nakanishi SAMURAI ORCID
Keyword
Polypropylene, X-ray diffraction, Bayesian spectral deconvolution, Ising machine, Machine learning
Date published
2024-12-31
Updated at
2024-08-30 16:31:01 +0900
d3dd00215b.pdf
Automated odor-blending with one-pot Bayesian optimization
Article
Creator
Yota Fukui ; Kosuke Minami SAMURAI ORCID ; Kota Shiba SAMURAI ORCID ; Genki Yoshikawa SAMURAI ORCID ; Koji Tsuda SAMURAI ORCID ; Ryo Tamura SAMURAI ORCID
Keyword
Machine learning, MSS, Bayesian optimization, Olfactory sensor
Date published
2024-04-16
Updated at
2024-06-10 12:30:19 +0900
Improving efficiency of autonomous material search via transfer learning from nontarget properties (2).pdf
Improving efficiency of autonomous material search via transfer learning from nontarget properties
Article
Creator
Jaekyun Hwang ; Yuma Iwasaki SAMURAI ORCID
Keyword
Machine learning
Date published
2023-12-31
Updated at
2024-01-05 22:11:31 +0900
Efficient autonomous material search method combining ab initio calculations autoencoder and multi objective Bayesian optimization.pdf
Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization
Article
Creator
Yuma Iwasaki SAMURAI ORCID ; Hwang Jaekyun ORCID ; Yuya Sakuraba SAMURAI ORCID ; Masato Kotsugi ORCID ; Yasuhiko Igarashi ORCID
Keyword
Machine learning, ab-initio , autonomous materials search
Date published
2022-12-31
Updated at
2024-01-05 22:14:05 +0900
DataSummary_Extrusion_Manuscript_20210728.xlsx
Process parameters and magnetic properties (coercivity, remanence, squareness, maximum energy product) of data-driven fabrication of Nd-Fe-B anisotropic magnets by direct hot extrusion.
Dataset
Creator
Lambard, Guillaume SAMURAI ORCID ; Sasaki, Taisuke SAMURAI ORCID ; Sodeyama, Keitaro SAMURAI ORCID ; Ohkubo, Tadakatsu SAMURAI ORCID ; Hono, Kazuhiro SAMURAI ORCID
Keyword
Maximum energy product, Coercivity, Squareness, Machine learning, Remanence, Process, Bayesian Optimization, Hot extrusion, Active learning, Nd-Fe-B magnet
Date published
2021-10-11
Updated at
2022-10-03 02:01:08 +0900
Prediction_and_optimization_of_epoxy_adhesive_strength_from_a_small_dataset_through_active_learning.pdf
Prediction and optimization of epoxy adhesive strength from a small dataset through active learning
Article
Creator
Lambard, Guillaume SAMURAI ORCID ; Naito, Masanobu SAMURAI ORCID ; Samitsu, Sadaki SAMURAI ORCID ; Pruksawan, Sirawit ORCID ; Sodeyama, Keitaro SAMURAI ORCID
Keyword
active learning, Machine learning, adhesive
Date published
2019-12-31
Updated at
2024-01-05 22:11:50 +0900
Dieb-Tsuda2018_Chapter_MachineLearning-BasedExperimen.pdf
Machine Learning-Based Experimental Design in Materials Science
Book
Creator
Tsuda, Koji SAMURAI ORCID ; Dieb, Thaer M. SAMURAI ORCID
Keyword
Materials design, Machine learning, Optimal experiment design
Date published
2018-01-16
Updated at
2022-10-03 01:58:06 +0900