Keyword: machine learning
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manuscript.docx
Accelerating Materials Discovery of Novel Europium(II)-Activated Phosphors through Machine Learning Classification of Europium Valences
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI
Keyword
phosphor, machine learning, europium, oxidation state
Date published
2024-12-10
Updated at
2025-11-25 08:30:03 +0900
Estimation the S-N Curve by Machine Learning Random Forest Method_Mater. Trans. 65(2024)428-433.pdf
Estimating the S-N Curve by Machine Learning Random Forest Method
Journal article
Creator
Nobuo Nagashima (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Masao Hayakawa (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Hiroyuki Masuda (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kotobu Nagai (author) (Search by this author)
National Institute for Materials Science
Keyword
fatigue, high-cycle fatigue, data-sheet, machine learning, random forest method
Date published
2024-04-01
Updated at
2024-12-27 16:30:58 +0900
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering.pdf
Acquiring and transferring comprehensive catalyst knowledge through integrated high-throughput experimentation and automatic feature engineering
Journal article
Creator
Ayu Fujiwara (author) (Search by this author)
Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
;
Sunao Nakanowatari (author) (Search by this author)
Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
;
Yohei Cho (author) (Search by this author)
Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
;
Toshiaki Taniike (author) (Search by this author)
Graduate School of Advanced Science and Technology, Japan Advanced Institute of Science and Technology
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
jpsj.94.031005.pdf
Self-Energy Spectroscopy and Artificial Neural Network
Journal article
Creator
ORCID SAMURAI
Keyword
machine learning, quantum materials, photoemission spectroscopy, high-temperature superconductivity
Date published
2025-03-15
Updated at
2025-02-27 12:30:42 +0900
2025秋季応用物理学会.pdf
Structure Prediction from Chemical Formula Using Periodic Descriptors
Conference presentation
Creator
Yen-Ju Wu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Yibin Xu (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Inorganic Materials Group, National Institute for Materials Science
ORCID SAMURAI
Keyword
periodic descriptor, structure prediction, machine learning, template substitution
Date published
Updated at
2025-09-13 08:30:19 +0900
materials-17-02866.pdf
Multi-Objective Optimization of Adhesive Joint Strength and Elastic Modulus of Adhesive Epoxy with Active Learning
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ;
Chao Kang (author) (Search by this author)
ORCID ;
Chiaki Sato (author) (Search by this author)
Keyword
experimental testing, multi-objective optimization, epoxy, adhesive, elastic modulus, machine learning, active learning
Date published
2024-06-12
Updated at
2025-01-07 08:30:26 +0900
esi_clean.pdf
Multiobjective Solid Electrolyte Design of Tetragonal and Cubic Inverse-Perovskites for All-Solid-State Lithium-Ion Batteries by High-Throughput Density Functional Theory Calculations and AI-Driven Methods
Journal article
Creator
JALEM Randy (author) (Search by this author)
Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
ORCID SAMURAI ;
TATEYAMA Yoshitaka (author) (Search by this author)
Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
ORCID SAMURAI ;
TAKADA Kazunori (author) (Search by this author)
Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Solid-State Battery Group, National Institute for Materials Science
ORCID SAMURAI ;
JANG Seonghoon (author) (Search by this author)
Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Interface Electrochemistry Group, National Institute for Materials Science
Keyword
all solid state batteries, solid electrolytes, density functional theory, materials informatics, machine learning, novel materials search
Date published
2023-09-07
Updated at
2024-08-28 08:30:15 +0900
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