Keyword: materials informatics
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13 records found.

STAMMethods4(2024)2326305.pdf
Alloys innovation through machine learning: a statistical literature review
Journal article
Creator
Alireza Valizadeh (author) (Search by this author)
;
Ryoji Sahara (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Maaouia Souissi (author) (Search by this author)
Keyword
Alloy development, machine learning, data-driven research, materials informatics, Materials Genome Initiative, Materials databases
Date published
2024-12-31
Updated at
2024-06-25 12:30:16 +0900
RDA_VP15_poster_v4.pdf
Materials metadata: as a custom schema, as directories, or in a data package
Conference poster
Collection
The history of DICE and NIMS Digital Library
Creator
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID
Keyword
materials informatics, data platform, metadata
Date published
2020-03-18
Updated at
2025-03-27 17:32:22 +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
RDA-Followup-NIMS-DICE.pdf
NIMSʼs Materials Data Platform DICE and its future direction
Other
Collection
The history of DICE and NIMS Digital Library
Creator
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI
Keyword
data platform, metadata, data management, materials informatics, DICE
Date published
2022-03-22
Updated at
2022-10-03 01:23:48 +0900
c7cp08280k.pdf
Liquid electrolyte informatics using an exhaustive search with linear regression
Dataset
Creator
SODEYAMA, Keitaro (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
IGARASHI, Yasuhiko (author) (Search by this author)
ORCID ;
NAKAYAMA, Tomofumi (author) (Search by this author)
ORCID ;
TATEYAMA, Yoshitaka (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
OKADA, Masato (author) (Search by this author)
ORCID
Keyword
molecules, Li-ion battery, quantum chemistry calculations, materials informatics, Gaussian09, organic solvents
Date published
2018-06-14
Updated at
2024-02-08 17:54:30 +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
2205.00829.pdf
Function Decomposition Tree with Causality-First Perspective and Systematic Description of Problems in Materials Informatics
Report
Creator
Hiori Kino (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Hieu Chi Dam (author) (Search by this author)
;
Takashi Miyake (author) (Search by this author)
;
Riichiro Mizoguchi (author) (Search by this author)
Keyword
functional decomposition, materials informatics, ontology, knowledge sharing
Date published
Updated at
2024-03-22 10:53:31 +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)
National Institute for Materials Science
ORCID SAMURAI ;
Ikumu Watanabe (author) (Search by this author)
National Institute for Materials Science
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
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
JCP21-AR-COMMA2021-00971.pdf
Combination of recommender system and single-particle diagnosis for accelerated discovery of novel nitrides
Journal article
Creator
ORCID SAMURAI ;
SEKO, Atsuto (author) (Search by this author)
ORCID ;
TANAKA, Isao (author) (Search by this author)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI
Keyword
materials informatics, density functional theory calculation, materials search
Date published
2021-06-14
Updated at
2024-01-05 22:12:06 +0900