49 records found.
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
- Article
- Creator
-
Daisuke Ogawa
;
Yuma Iwasaki
;
Jun Uzuhashi
;
Yuta Sasaki
;
Masato Kotsugi
;
Yukiko K. Takahashi
- Keyword
- heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
- Date published
- 2025-06-23
- Updated at
- 2025-07-11 08:30:48 +0900
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
- Article
- Creator
- Hiroto Arima ; Yuichiro Yamashita ; Takashi Yagi
- Keyword
- Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
- Date published
- 2025-12-31
- Updated at
- 2025-07-16 16:14:58 +0900
Data-driven analysis and visualization of dielectric properties curated from scientific literature
- Article
- Creator
-
Tomoki Murata
;
Naoto Saito
;
Eiji Koyama
;
Ton Nu Thanh Phuong
;
Ryusuke Misawa
;
Satoshi Yokomizo
;
Tomoya Mato
;
Yu Takada
;
Sakyo Hirose
;
Yukari Katsura
- Keyword
- Materials data analysis, database, data curation, dielectric materials, ferroelectric, machine learning, dimensionality reduction
- Date published
- 2025-12-31
- Updated at
- 2025-06-12 16:30:20 +0900
Systematic searches for new inorganic materials assisted by materials informatics
- Article
- Creator
-
Yukari Katsura
;
Masakazu Akiyama
;
Haruhiko Morito
;
Masaya Fujioka
;
Tohru Sugahara
- Keyword
- Inorganic chemistry, materials informatics, machine learning, crystal structure analysis, database, high-throughput synthesis, ion diffusion control
- Date published
- 2025-12-31
- Updated at
- 2025-06-03 08:30:27 +0900
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
- Article
- Creator
- Alex Kutana ; Koki Yoshimochi ; Ryoji Asahi
- Keyword
- Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
- Date published
- 2025-12-31
- Updated at
- 2025-07-18 10:24:15 +0900
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
Self-Energy Spectroscopy and Artificial Neural Network
- Article
- Creator
-
Youhei Yamaji
- Keyword
- machine learning, quantum materials, photoemission spectroscopy, high-temperature superconductivity
- Date published
- 2025-03-15
- Updated at
- 2025-02-27 12:30:42 +0900
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering
- Article
- Creator
- Ayu Fujiwara ; Sunao Nakanowatari ; Yohei Cho ; Toshiaki Taniike
- Keyword
- Catalyst informatics, machine learning, high-throughput experimentation, descriptor, oxidative coupling of methane
- Date published
- 2025-12-31
- Updated at
- 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
- Article
- Creator
-
Varun Kumar Kushwaha
;
Ryo Toyama
;
Yoshio Miura
;
Yuma Iwasaki
;
Yuya Sakuraba
- Keyword
- spintronics, giant magnetoresistance, machine learning, Fermi surface, interfacial electronic band matching
- Date published
- 2024-12-01
- Updated at
- 2025-01-07 16:30:50 +0900
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
- Article
- Creator
-
Guohai Chen
;
Dai-Ming Tang
- Keyword
- machine learning, carbon nanotube, in situ TEM, growth mechanism
- Date published
- 2024-10-22
- Updated at
- 2024-12-24 13:58:23 +0900