21 件のレコードが見つかりました。
Quasicrystals predicted and discovered by machine learning
- 論文
- 著者
-
Chang Liu
;
Koichi Kitahara
;
Asuka Ishikawa
;
Takanobu Hiroto
;
Alok Singh
;
Erina Fujita
;
Yukari Katsura
;
Yuki Inada
;
Ryuji Tamura
;
Kaoru Kimura
;
Ryo Yoshida
- キーワード
- Crystal forms, Crystal phenomena, Crystal structure, Alloys, Machine learning
- 刊行年月日
- 2023-09-25
- 更新時刻
- 2024-11-21 16:36:03 +0900
Effects of data bias on machine-learning–based material discovery using experimental property data
- 論文
- 著者
-
Masaya Kumagai
;
Yuki Ando
;
Atsumi Tanaka
;
Koji Tsuda
;
Yukari Katsura
;
Ken Kurosaki
- キーワード
- Machine learning, material informatics, large-scale material data, data bias
- 刊行年月日
- 2022-12-31
- 更新時刻
- 2024-11-16 08:31:01 +0900
Extraction of physicochemical laws by symbolic regression using a Bayesian information criterion
- 論文
- 著者
-
Naoki Yamane
;
Kan Hatakeyama-Sato
;
Yuma Iwasaki
;
Yasuhiko Igarashi
- キーワード
- Machine learning
- 刊行年月日
- 2024-12-31
- 更新時刻
- 2024-11-14 16:30:30 +0900
Machine Learning Approach for Evaluation of Nanodefects and Magnetic Anisotropy in FePt Granular Films
- 論文
- 著者
-
E. Dengina
;
A. Bolyachkin
;
H. Sepehri-Amin
;
K. Hono
- キーワード
- Magnetic recording, Micromagnetic simulations, Machine learning, FePt media
- 刊行年月日
- 2022-05-13
- 更新時刻
- 2024-10-15 16:30:13 +0900
Autonomous search for half-metallic materials with B 2 structure
- 論文
- 著者
-
Yuma Iwasaki
;
Ryo Toyama
;
Takahiro Yamazaki
;
Yasuhiko Igarashi
;
Masato Kotsugi
;
Yuya Sakuraba
- 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
- 論文
- 著者
-
Yuma Iwasaki
- 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
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
;
Koji Kimoto
;
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
Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis
- 論文
- 著者
-
Ryo Tamura
;
Kenji Nagata
;
Keitaro Sodeyama
;
Kensaku Nakamura
;
Toshiki Tokuhira
;
Satoshi Shibata
;
Kazuki Hammura
;
Hiroki Sugisawa
;
Masaya Kawamura
;
Teruki Tsurimoto
;
Masanobu Naito
;
Masahiko Demura
;
Takashi Nakanishi
- 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
Automated odor-blending with one-pot Bayesian optimization
- 論文
- 著者
-
Yota Fukui
;
Kosuke Minami
;
Kota Shiba
;
Genki Yoshikawa
;
Koji Tsuda
;
Ryo Tamura
- 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
- 論文
- 著者
-
Jaekyun Hwang
;
Yuma Iwasaki
- 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