ファイル種別: application/pdf キーワード: Machine learning
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Autonomous search for half-metallic materials with B2 structure.pdf
Autonomous search for half-metallic materials with B 2 structure
論文
著者
Yuma Iwasaki SAMURAI ORCID ; Ryo Toyama SAMURAI ORCID ; Takahiro Yamazaki ORCID ; Yasuhiko Igarashi ORCID ; Masato Kotsugi ORCID ; Yuya Sakuraba SAMURAI ORCID
キーワード
Machine learning, Autonomous, ab initio, Half metal
刊行年月日
2024-12-31
更新時刻
2024-10-04 08:30:32 +0900
Autonomous search for materials with high Curie temperature using ab initio calculations and machine learning (1).pdf
Autonomous search for materials with high Curie temperature using ab initio calculations and machine learning
論文
著者
Yuma Iwasaki SAMURAI ORCID
キーワード
Machine learning, Autonomous, Curie temperature, ab initio
刊行年月日
2024-12-31
更新時刻
2024-10-04 08:30:28 +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
論文
著者
Izumi Takahara ; Fumihiko Uesugi SAMURAI ORCID ; Koji Kimoto SAMURAI ORCID ; Kiyou Shibata ; Teruyasu Mizoguchi
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
1-s2.0-S135964542400692X-main.pdf
Process optimization on kesterite-based ceramics for enhancing their thermoelectric performances assisted by active machine learning approach: A tool for metal-sulfide ceramics development
論文
著者
Cédric Bourgès ORCID ; Guillaume Lambard SAMURAI ORCID ; Naoki Sato SAMURAI ORCID ; Makoto Tachibana SAMURAI ORCID ; Satoshi Ishii SAMURAI ORCID ; Takao Mori SAMURAI ORCID
キーワード
Kesterite, Machine learning, Process, Thermoelectric, Ceramic
刊行年月日
2024-08-29
更新時刻
2024-09-20 16:30:30 +0900
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
報告書
著者
岩﨑 悠真 SAMURAI ORCID
キーワード
Machine learning
刊行年月日
[2024年7月]
更新時刻
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
論文
著者
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
キーワード
Polypropylene, X-ray diffraction, Bayesian spectral deconvolution, Ising machine, Machine learning
刊行年月日
2024-12-31
更新時刻
2024-08-30 16:31:01 +0900
d3dd00215b.pdf
Automated odor-blending with one-pot Bayesian optimization
論文
著者
Yota Fukui ; Kosuke Minami SAMURAI ORCID ; Kota Shiba SAMURAI ORCID ; Genki Yoshikawa SAMURAI ORCID ; Koji Tsuda SAMURAI ORCID ; Ryo Tamura SAMURAI ORCID
キーワード
Machine learning, MSS, Bayesian optimization, Olfactory sensor
刊行年月日
2024-04-16
更新時刻
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
論文
著者
Jaekyun Hwang ; Yuma Iwasaki SAMURAI ORCID
キーワード
Machine learning
刊行年月日
2023-12-31
更新時刻
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
論文
著者
Yuma Iwasaki SAMURAI ORCID ; Hwang Jaekyun ORCID ; Yuya Sakuraba SAMURAI ORCID ; Masato Kotsugi ORCID ; Yasuhiko Igarashi ORCID
キーワード
Machine learning, ab-initio , autonomous materials search
刊行年月日
2022-12-31
更新時刻
2024-01-05 22:14:05 +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
論文
著者
Lambard, Guillaume SAMURAI ORCID ; Naito, Masanobu SAMURAI ORCID ; Samitsu, Sadaki SAMURAI ORCID ; Pruksawan, Sirawit ORCID ; Sodeyama, Keitaro SAMURAI ORCID
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