42 件のレコードが見つかりました。
Data-driven analysis and visualization of dielectric properties curated from scientific literature
- 論文
- 著者
-
Tomoki Murata
;
Naoto Saito
;
Eiji Koyama
;
Ton Nu Thanh Phuong
;
Ryusuke Misawa
;
Satoshi Yokomizo
;
Tomoya Mato
;
Yu Takada
;
Sakyo Hirose
;
Yukari Katsura
- キーワード
- Materials data analysis, database, data curation, dielectric materials, ferroelectric, machine learning, dimensionality reduction
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-06-12 16:30:20 +0900
Systematic searches for new inorganic materials assisted by materials informatics
- 論文
- 著者
-
Yukari Katsura
;
Masakazu Akiyama
;
Haruhiko Morito
;
Masaya Fujioka
;
Tohru Sugahara
- 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
- 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
Self-Energy Spectroscopy and Artificial Neural Network
- 論文
- 著者
-
Youhei Yamaji
- 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
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering
- 論文
- 著者
- Ayu Fujiwara ; Sunao Nakanowatari ; Yohei Cho ; Toshiaki Taniike
- キーワード
- Catalyst informatics, machine learning, high-throughput experimentation, descriptor, oxidative coupling of methane
- 刊行年月日
- 2025-12-31
- 更新時刻
- 2025-07-16 16:17:04 +0900
Analysis of the effect of the Fermi surface matching at Co–Fe and Cu interface on giant magnetoresistance effect using a combinatorial technique
- 論文
- 著者
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Varun Kumar Kushwaha
;
Ryo Toyama
;
Yoshio Miura
;
Yuma Iwasaki
;
Yuya Sakuraba
- キーワード
- spintronics, giant magnetoresistance, machine learning, Fermi surface, interfacial electronic band matching
- 刊行年月日
- 2024-12-01
- 更新時刻
- 2025-01-07 16:30:50 +0900
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
- 論文
- 著者
-
Guohai Chen
;
Dai-Ming Tang
- 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
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
- 論文
- 著者
-
Yukinori Koyama
;
Yukako Kohriki
;
Masamichi Harada
;
Naoto Hirosaki
;
Takashi Takeda
- キーワード
- phosphor, machine learning, europium, oxidation state
- 刊行年月日
- 2024-12-10
- 更新時刻
- 2025-11-25 08:30:03 +0900
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
- 論文
- 著者
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Hirotaka Uryu
;
Tsunetomo Yamada
;
Koichi Kitahara
;
Alok Singh
;
Yutaka Iwasaki
;
Kaoru Kimura
;
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
Black-box optimization technique for investigation of surface phase diagram
- 論文
- 著者
-
Makoto Urushihara
;
Kenji Yamaguchi
;
Ryo Tamura
- 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