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manuscript.docx
Machine learning approach for the prediction of electron inelastic mean free paths
ジャーナル論文
著者
Xun Liu (author) (この著者で検索)
National Institute for Materials Science
;
Lihao Yang (author) (この著者で検索)
;
Zhufeng Hou (author) (この著者で検索)
;
Bo Da (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Kenji Nagata (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Hideki Yoshikawa (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Shigeo Tanuma (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Yang Sun (author) (この著者で検索)
;
Zejun Ding (author) (この著者で検索)
キーワード
machine learning, inelastic mean free path
刊行年月日
2021-03-24
更新時刻
2024-01-05 22:13:49 +0900
Bayesian_HOR_Manuscript_ver49.docx
Machine Learning-Assisted Development of Platinum-Free RuNiCo Nanocages for Electrocatalytic Hydrogen Oxidation Reaction in Acidic Media
ジャーナル論文
著者
Colin A. Tadgell (author) (この著者で検索)
;
Masaru Kato (author) (この著者で検索)
;
Sae Dieb (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Keitaro Sodeyama (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Takahito Hoshi (author) (この著者で検索)
;
Koshiro Suzuki (author) (この著者で検索)
;
Bohao Du (author) (この著者で検索)
;
Takeshi Watanabe (author) (この著者で検索)
;
Ichizo Yagi (author) (この著者で検索)
キーワード
Electrocatalysts, Hydrogen oxidation reaction, Bayesian optimization, Polymer electrolyte fuel cell
刊行年月日
2025-10-13
更新時刻
2026-04-30 12:01:11 +0900
Exploring the Effect of Temperature and Interface Atom Type on Heat Transport through the GaNdiamond Interfaces using Machine Learning Potential_Zhanpeng Sun-Prof. Liao.docx
Heat transport exploration through the GaN/diamond interfaces using machine learning potential
ジャーナル論文
著者
Zhanpeng Sun (author) (この著者で検索)
;
Yunfei Song (author) (この著者で検索)
;
Zijun Qi (author) (この著者で検索)
;
Xiang Sun (author) (この著者で検索)
;
Meiyong Liao (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Rui Li (author) (この著者で検索)
;
Qijun Wang (author) (この著者で検索)
ORCID ;
Lijie Li (author) (この著者で検索)
;
Gai Wu (author) (この著者で検索)
ORCID ;
Wei Shen (author) (この著者で検索)
;
Sheng Liu (author) (この著者で検索)
キーワード
thermal conductivity, GaN, Diamond
刊行年月日
2025-01-16
更新時刻
2025-04-22 12:30:10 +0900
manuscript.docx
Machine Learning Approach for Evaluation of Nanodefects and Magnetic Anisotropy in FePt Granular Films
ジャーナル論文
著者
E. Dengina (author) (この著者で検索)
National Institute for Materials Science
;
A. Bolyachkin (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
H. Sepehri-Amin (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
K. Hono (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI
キーワード
Magnetic recording, Micromagnetic simulations, Machine learning, FePt media
刊行年月日
2022-05-13
更新時刻
2024-10-15 16:30:13 +0900
Revised-Manuscript-fin.docx
Achieving high thermoelectric performance of triple half-Heusler compositions enabled by high-throughput screening
ジャーナル論文
著者
Kazuki Imasato (author) (この著者で検索)
National Institute of Advanced Industrial Science and Technology (AIST) Global Zero Emission Research Center
;
Haruhiko Morito (author) (この著者で検索)
Institute for Materials Research (IMR) Tohoku University
;
Hidetoshi Miyazaki (author) (この著者で検索)
Nagoya Institute of Technology Department of Physical Science and Engineering
;
Fumikazu Hosono (author) (この著者で検索)
National Institute for Materials Science Research Center for Energy and Environmental Materials (GREEN)/Hydrogen Technology Materials Field/Advanced Superconducting Wire Group
;
Philipp Sauerschnig (author) (この著者で検索)
National Institute of Advanced Industrial Science and Technology (AIST) Global Zero Emission Research Center
;
Masanobu Miyata (author) (この著者で検索)
National Institute of Advanced Industrial Science and Technology (AIST) Global Zero Emission Research Center
;
Takao Ishida (author) (この著者で検索)
National Institute of Advanced Industrial Science and Technology (AIST) Global Zero Emission Research Center
;
Atsushi Yamamoto (author) (この著者で検索)
National Institute of Advanced Industrial Science and Technology (AIST) Global Zero Emission Research Center
;
Yukari Katsura (author) (この著者で検索)
National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Materials Modeling Group
ORCID SAMURAI ;
Michihiro Ohta (author) (この著者で検索)
National Institute of Advanced Industrial Science and Technology (AIST) Global Zero Emission Research Center
キーワード
Thermoelectrics, Half Heusler, Thermal conductivity, Carrier mobility, Alloying
刊行年月日
2025-10-08
更新時刻
2026-04-30 12:01:11 +0900
abstract.docx
Machine Learning Assisted Optimization of SmFe12-based Alloys
会議発表ポスター
著者
BOLYACHKIN Anton (author) (この著者で検索)
National Institute for Materials Science International Center for Young Scientists
ORCID SAMURAI ;
SUBAGJA Toni (author) (この著者で検索)
National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group
ORCID SAMURAI ;
LI Jiangnan (author) (この著者で検索)
National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Magnetic Materials Analysis Group
;
ZHANG Jiasheng (author) (この著者で検索)
National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group
;
ASHOK KRISHNASWAMY Srinithi (author) (この著者で検索)
National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group
ORCID ;
ABE Taichi (author) (この著者で検索)
National Institute for Materials Science Research Center for Structural Materials/Materials Evaluation Field/Structural Thermodynamics Group
ORCID SAMURAI ;
TANG Xin (author) (この著者で検索)
National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group
ORCID SAMURAI ;
TOZMAN KARANIKOLAS Pelin (author) (この著者で検索)
National Institute for Materials Science Global Networking Division/International Center for Young Scientists
;
KULESH Nikita (author) (この著者で検索)
National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group
ORCID SAMURAI ;
SEPEHRI AMIN Hossein (author) (この著者で検索)
National Institute for Materials Science Research Center for Magnetic and Spintronic Materials/Green Magnetic Materials Group
ORCID SAMURAI ;
OHKUBO Tadakatsu (author) (この著者で検索)
National Institute for Materials Science Research Center for Magnetic and Spintronic Materials
ORCID SAMURAI ;
HONO Kazuhiro (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI
キーワード
Machine learning, Hard magnetic materials, SmFe12-based alloys
刊行年月日
更新時刻
2024-10-17 08:30:37 +0900
MI_Pt-CCA_re-revised main_final version.docx
Surface Nanostructures of Pt-Compositionally Complex Alloy Single-Crystal Model Catalyst Surfaces for Improved Oxygen Reduction Reaction: Machine-Learning-Assisted Exploration
ジャーナル論文
著者
Yoshihiro Chida (author) (この著者で検索)
;
Sae Dieb (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Hiraku Masui (author) (この著者で検索)
;
Arata Umehara (author) (この著者で検索)
;
Keitaro Sodeyama (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Toshimasa Wadayama (author) (この著者で検索)
キーワード
compositionally complex alloy, materials informatics, Catalysts, oxygen reduction reaction
刊行年月日
2025-04-16
更新時刻
2026-02-14 22:06:22 +0900
manuscript.docx
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
ジャーナル論文
著者
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI
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
1-s2.0-S135964542400692X-main.pdf
Process optimization on kesterite-based ceramics for enhancing their thermoelectric performances assisted by active machine learning approach: A tool for metal-sulfide ceramics development
ジャーナル論文
著者
Cédric Bourgès (author) (この著者で検索)
National Institute for Materials Science
ORCID ;
Guillaume Lambard (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Naoki Sato (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Makoto Tachibana (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Satoshi Ishii (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Takao Mori (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI
キーワード
Kesterite, Machine learning, Process, Thermoelectric, Ceramic
刊行年月日
2024-08-29
更新時刻
2024-09-20 16:30:30 +0900
Small Methods - 2025 - Kimoto - Unveiling Twist Domains in Monolayer MoS2 through 4D‐STEM and Unsupervised Machine Learning.pdf
Unveiling Twist Domains in Monolayer MoS2 through 4D‐STEM and Unsupervised Machine Learning
ジャーナル論文
著者
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ;
Kohei Aso (author) (この著者で検索)
ORCID ;
Yoshifumi Oshima (author) (この著者で検索)
ORCID ;
Takashi Matsumoto (author) (この著者で検索)
ORCID ; ORCID SAMURAI
キーワード
4D-STEM, dichalcogenide, metal–organic chemical vapor deposition, MoS2,, scanning transmission electron microscopy, unsupervised machine learning
刊行年月日
2025-08-06
更新時刻
2025-08-27 12:30:17 +0900
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