Keyword: materials informatics

17 records found.

Statistical Analysis of Interatomic Transfer Integrals for exploring high-mobility organic semiconductors.pdf
Statistical Analysis of Interatomic Transfer Integrals for exploring high-mobility organic semiconductors
Journal article
Creator
Koki Ozawa (author) (Search by this author)
Toyota Central R&D Labs. Inc
;
Tomoharu Okada (author) (Search by this author)
;
Hiroyuki Matsui (author) (Search by this author)
Research Center for Organic Electronics (ROEL), Yamagata University
Keyword
Organic semiconductors, transfer integrals, density functional theory, materials informatics, organic transistors
Date published
2024-12-31
Updated at
2024-06-04 08:30:18 +0900

Efficient discovery of large magnetic anisotropy with thermodynamically stable materials via multi-objective Bayesian optimization.pdf
Efficient discovery of large magnetic anisotropy with thermodynamically stable materials via multi-objective Bayesian optimization
Journal article
Creator
Kohei Nakamura (author) (Search by this author)
;
Daigo Furuya (author) (Search by this author)
;
Yoshio Miura (author) (Search by this author)
ORCID SAMURAI ;
Takahiro Yamazaki (author) (Search by this author)
;
Alexandre Lira Foggiatto (author) (Search by this author)
;
Yuma Iwasaki (author) (Search by this author)
ORCID SAMURAI ;
Masato Kotsugi (author) (Search by this author)
Keyword
materials informatics
Date published
2025-12-31
Updated at
2025-12-12 08:30:29 +0900

s41598-024-76800-4 (1).pdf
Performance of uncertainty-based active learning for efficient approximation of black-box functions in materials science
Journal article
Creator
Ai Koizumi (author) (Search by this author)
;
Guillaume Deffrennes (author) (Search by this author)
;
Kei Terayama (author) (Search by this author)
; ORCID SAMURAI
Keyword
active learning, black-box function, materials informatics
Date published
2024-11-06
Updated at
2024-11-21 16:35:14 +0900

An interpretable linear model bridging data-driven analysis and chemical intuition for Eu2 -phosphor emissions.pdf
An interpretable linear model bridging data-driven analysis and chemical intuition for Eu 2+ -phosphor emissions
Journal article
Creator
ORCID SAMURAI ;
Ryusei Hayasaka (author) (Search by this author)
;
Yuta Matsushima (author) (Search by this author)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Naoto Hirosaki (author) (Search by this author)
Keyword
materials informatics, phosphor, europium, machine learning, interpretability, linear model, composition-based feature
Date published
2026-12-31
Updated at
2026-07-07 14:31:04 +0900

Data-driven-analysis-of-electron-relaxation-times.pdf
Data-driven analysis of electron relaxation times in PbTe-type thermoelectric materials
Journal article
Creator
Yukari Katsura (author) (Search by this author)
ORCID SAMURAI ;
Masaya Kumagai (author) (Search by this author)
;
Takushi Kodani (author) (Search by this author)
;
Mitsunori Kaneshige (author) (Search by this author)
;
Yuki Ando (author) (Search by this author)
National Institute for Materials Science
;
Sakiko Gunji (author) (Search by this author)
;
Yoji Imai (author) (Search by this author)
;
Hideyasu Ouchi (author) (Search by this author)
;
Kazuki Tobita (author) (Search by this author)
;
Kaoru Kimura (author) (Search by this author)
;
Koji Tsuda (author) (Search by this author)
ORCID SAMURAI
Keyword
materials informatics, database, data curation, thermoelectric materials, first-principles calculation, electron relaxation time
Date published
2019-12-31
Updated at
2024-10-10 16:31:01 +0900

Semi-automatic staging area for high-quality structured data extraction from scientific literature.pdf
Semi-automatic staging area for high-quality structured data extraction from scientific literature
Journal article
Creator
Luca Foppiano (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Tomoya Mato (author) (Search by this author)
ORCID SAMURAI ;
Kensei Terashima (author) (Search by this author)
ORCID SAMURAI ;
Pedro Ortiz Suarez (author) (Search by this author)
;
Taku Tou (author) (Search by this author)
; ORCID ;
Wei-Sheng Wang (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Toshiyuki Amagasa (author) (Search by this author)
;
Yoshihiko Takano (author) (Search by this author)
ORCID SAMURAI ;
Masashi Ishii (author) (Search by this author)
ORCID SAMURAI
Keyword
materials informatics, superconductors, machine learning, database, tdm
Date published
2023-12-31
Updated at
2024-07-11 16:30:24 +0900

Relation extraction with weakly supervised learning based on process structure property performance reciprocity.pdf
Relationship Extraction with Weakly Supervised Learning Based on Process-Structure-Property-Performance Reciprocity
Journal article
Creator
Takeshi Onishi (author) (Search by this author)
;
Takuya Kadohira (author) (Search by this author)
ORCID SAMURAI ;
Ikumu Watanabe (author) (Search by this author)
ORCID SAMURAI
Keyword
Natural language processing, knowledge extraction, relation extraction, weakly supervised learning, materials informatics
Date published
2018-12-31
Updated at
2024-01-05 22:13:14 +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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