ライセンス: Creative Commons BY Attribution 4.0 International キーワード: machine learning
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23 件のレコードが見つかりました。

Supplemental_(1).pdf
A design methodology of crystal growth furnace and process aided by two-step optimization using machine learning models and genetic algorithm
論文
著者
Hiroyuki Tanaka ; Kentaro Kutsukake ; Kota Asakura ; Takuto Kojima ; Xin Liu ; Noritaka Usami
キーワード
Optimization, machine learning, genetic algorithm, crystal growth, process informatics
刊行年月日
2025-12-31
更新時刻
2026-02-27 12:30:07 +0900
s41524-025-01851-8 (1).pdf
Networking autonomous material exploration systems through transfer learning
論文
著者
Naoki Yoshida ; Yutaro Iwabuchi ; Yasuhiko Igarashi ; Yuma Iwasaki SAMURAI ORCID
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
Advanced Science - 2025 - Si - Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy.pdf
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
論文
著者
Qianli Si ; Shoichi Matsuda SAMURAI ORCID ; Yasunobu Ando ; Toshiyuki Momma ; Yoshitaka Tateyama SAMURAI ORCID
キーワード
lithium metal battery, machine learning
刊行年月日
2025-05-05
更新時刻
2025-09-09 12:30:20 +0900
s41524-025-01671-w.pdf
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
論文
著者
Hayato Maeda ORCID ; Stephen Wu ORCID ; Rika Marui ORCID ; Erina Yoshida ; Kan Hatakeyama-Sato ; Yuta Nabae ; Shiori Nakagawa ; Meguya Ryu ; Ryohei Ishige ; Yoh Noguchi ; Yoshihiro Hayashi ORCID ; Masashi Ishii SAMURAI ORCID ; Isao Kuwajima SAMURAI ORCID ; Felix Jiang ; Xuan Thang Vu ; Sven Ingebrandt ORCID ; Masatoshi Tokita ; Junko Morikawa ORCID ; Ryo Yoshida ORCID ; Teruaki Hayakawa
キーワード
liquid crystalline polymer, thermal conductivity, machine learning, PoLyInfo
刊行年月日
2025-07-02
更新時刻
2025-08-19 12:30:21 +0900
Systematic searches for new inorganic materials assisted by materials informatics.pdf
Systematic searches for new inorganic materials assisted by materials informatics
論文
著者
Yukari Katsura SAMURAI ORCID ; Masakazu Akiyama ORCID ; Haruhiko Morito ORCID ; Masaya Fujioka ORCID ; Tohru Sugahara ORCID
キーワード
Inorganic chemistry, materials informatics, machine learning, crystal structure analysis, database, high-throughput synthesis, ion diffusion control
刊行年月日
2025-12-31
更新時刻
2025-06-03 08:30:27 +0900
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials.pdf
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
論文
著者
Alex Kutana ; Koki Yoshimochi ; Ryoji Asahi
キーワード
Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
刊行年月日
2025-12-31
更新時刻
2025-07-18 10:24:15 +0900
jpsj.94.031005.pdf
Self-Energy Spectroscopy and Artificial Neural Network
論文
著者
Youhei Yamaji SAMURAI ORCID
キーワード
machine learning, quantum materials, photoemission spectroscopy, high-temperature superconductivity
刊行年月日
2025-03-15
更新時刻
2025-02-27 12:30:42 +0900
nanomaterials-3261714-Revision_T.pdf
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
論文
著者
Guohai Chen ORCID ; Dai-Ming Tang SAMURAI ORCID
キーワード
machine learning, carbon nanotube, in situ TEM, growth mechanism
刊行年月日
2024-10-22
更新時刻
2024-12-24 13:58:23 +0900
Advanced Science - 2023 - Uryu - Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder.pdf
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
論文
著者
Hirotaka Uryu ; Tsunetomo Yamada ; Koichi Kitahara ; Alok Singh SAMURAI ORCID ; Yutaka Iwasaki SAMURAI ORCID ; Kaoru Kimura ORCID ; Kanta Hiroki ; Naoki Miyao ; Asuka Ishikawa ; Ryuji Tamura ; Satoshi Ohhashi ; Chang Liu ; Ryo Yoshida
キーワード
deep learning, x-ray powder diffraction, quasicrystal, phase identification, machine learning
刊行年月日
2023-11-14
更新時刻
2024-12-13 12:30:39 +0900
125008_1_5.0229856.pdf
Black-box optimization technique for investigation of surface phase diagram
論文
著者
Makoto Urushihara ; Kenji Yamaguchi ORCID ; Ryo Tamura SAMURAI ORCID
キーワード
surface phase diagram , machine learning
刊行年月日
2024-12-01
更新時刻
2024-12-10 16:55:25 +0900