36 件のレコードが見つかりました。
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
- 論文
- 著者
- Hiroto Arima ; Yuichiro Yamashita ; Takashi Yagi
- キーワード
- Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
- 刊行年月日
- 更新時刻
- 2025-06-27 15:36:30 +0900
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 13:21:09 +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
- 2025-05-30 18:42:10 +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
- 更新時刻
- 2025-04-24 11:19:42 +0900
Designing Thermal Insulating thin films with Data-Driven Innovation
- 口頭発表
- 著者
-
Yen-Ju Wu
;
Yibin Xu
- キーワード
- Interfacial thermal resistance, machine learning, thermal insulator, thin film
- 刊行年月日
- 更新時刻
- 2025-04-10 21:46:49 +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
- 2025-02-12 13:57:26 +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
-
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
- 更新時刻
- 2024-12-24 13:58:23 +0900
Data-driven approaches for designing thermal insulating materials
- 口頭発表
- 著者
-
Yen-Ju Wu
;
Yibin Xu
- キーワード
- Interfacial thermal resistance, machine learning, thermal insulator, data-driven technique
- 刊行年月日
- 更新時刻
- 2025-04-10 21:45:01 +0900