49 records found.
Data-driven approaches for designing thermal insulating materials
- Presentation
- Creator
-
Yen-Ju Wu
;
Yibin Xu
- Keyword
- Interfacial thermal resistance, machine learning, thermal insulator, data-driven technique
- Date published
- Updated at
- 2024-12-25 16:30:37 +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
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
- Article
- Creator
-
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
- Keyword
- deep learning, x-ray powder diffraction, quasicrystal, phase identification, machine learning
- Date published
- 2023-11-14
- Updated at
- 2024-12-13 12:30:39 +0900
Black-box optimization technique for investigation of surface phase diagram
- Article
- Creator
-
Makoto Urushihara
;
Kenji Yamaguchi
;
Ryo Tamura
- Keyword
- surface phase diagram , machine learning
- Date published
- 2024-12-01
- Updated at
- 2024-12-10 16:55:25 +0900
機械学習高速自動スペクトル解析ソフト“EMPeaks”について
- Article
- Creator
-
永村 直佳
;
安藤 康伸
- Keyword
- spectroscopy, peak fitting, data analysis, machine learning
- Date published
- 2024-10-10
- Updated at
- 2025-01-10 16:31:04 +0900
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
- Article
- Creator
-
Stephen Wu
;
Yukiko Kondo
;
Masa-aki Kakimoto
;
Bin Yang
;
Hironao Yamada
;
Isao Kuwajima
;
Guillaume Lambard
;
Kenta Hongo
;
Yibin Xu
;
Junichiro Shiomi
;
Christoph Schick
;
Junko Morikawa
;
Ryo Yoshida
- Keyword
- machine learning, polymer, thermal conductivity, molecular design
- Date published
- 2019-06-21
- Updated at
- 2024-11-21 16:31:23 +0900
Atomic descriptors generated from coordination polyhedra in crystal structures
- Article
- Creator
-
Yuki Inada
;
Yukari Katsura
;
Masaya Kumagai
;
Kaoru Kimura
- Keyword
- Materials informatics, machine learning, atomic descriptors, coordination polyhedra, formation energy prediction, band gap prediction
- Date published
- 2021-01-01
- Updated at
- 2024-11-21 16:35:29 +0900
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique
- Article
- Creator
-
Ryo Tamura
;
Ryuichi Inaba
;
Mami Watanabe
;
Yutaro Mori
;
Makoto Urushihara
;
Kenji Yamaguchi
;
Shoichi Matsuda
- Keyword
- electrodeposited copper film, surface roughness, machine learning
- Date published
- 2024-12-31
- Updated at
- 2024-10-31 16:30:15 +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
Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature
- Article
- Creator
-
Seong-Hoon Jang
;
Randy Jalem
;
Yoshitaka Tateyama
- Keyword
- all solid state batteries, solid electrolytes, high-throughput first-principles calculation, computational materials search, machine learning, sodium ion conductors
- Date published
- 2024-08-05
- Updated at
- 2024-10-10 16:30:52 +0900