5 records found.
Designing Thermal Insulating thin films with Data-Driven Innovation
- Presentation
- Creator
-
Yen-Ju Wu
;
Yibin Xu
- Keyword
- Interfacial thermal resistance, machine learning, thermal insulator, thin film
- Date published
- Updated at
- 2025-03-12 16:30:31 +0900
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
- Article
- Creator
-
Yukinori Koyama
;
Yukako Kohriki
;
Masamichi Harada
;
Naoto Hirosaki
;
Takashi Takeda
- Keyword
- phosphor, machine learning, europium, oxidation state
- Date published
- 2024-12-10
- Updated at
- 2025-11-25 08:30:03 +0900
Theoretical investigation of oxidation mechanism in Ti and its alloys
- Proceedings
- Creator
-
Ryoji Sahara
;
Somesh Kr. Bhattacharya
;
Kanika Kohli
;
Prasenjit Ghosh
;
Kyosuke Ueda
;
Takayuki Narushima
- Keyword
- high temperature oxidation, parabolic rate constant, first principles calculations, machine learning, electronegativity
- Date published
- Updated at
- 2024-10-18 16:30:37 +0900
Machine-Learning-Driven Discovery of Mn4+-Doped Red-Emitting Fluorides with Short Excited-State Lifetime and High Efficiency for Mini Light-Emitting Diode Displays
- Article
- Creator
-
Hong Ming
;
Yayun Zhou
;
Maxim S. Molokeev
;
Chuang Zhang
;
Lin Huang
;
Yuanjing Wang
;
Hong-Tao Sun
;
Enhai Song
;
Qinyuan Zhang
- Keyword
- luminescent materials, machine learning
- Date published
- 2024-05-06
- Updated at
- 2025-04-03 08:30:20 +0900
Machine learning approach for the prediction of electron inelastic mean free paths
- Article
- Creator
-
Xun Liu
;
Lihao Yang
;
Zhufeng Hou
;
Bo Da
;
Kenji Nagata
;
Hideki Yoshikawa
;
Shigeo Tanuma
;
Yang Sun
;
Zejun Ding
- Keyword
- machine learning, inelastic mean free path
- Date published
- 2021-03-24
- Updated at
- 2024-01-05 22:13:49 +0900