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materials informatics
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Relationship Extraction with Weakly Supervised Learning Based on Process-Structure-Property-Performance Reciprocity
Description/Abstract:
We developed a computer aided material design system that extracts relationships from natural language texts in weakly labeled data. We b...
Keyword:
Natural language processing
,
knowledge extraction
,
materials informatics
,
relation extraction
, and
weakly supervised learning
Resource Type:
Article
Author:
Takeshi Onishi
,
Takuya Kadohira
, and
Ikumu Watanabe
Date Uploaded:
17/02/2023
Function Decomposition Tree with Causality-First Perspective and Systematic Description of Problems in Materials Informatics
Description/Abstract:
As interdisciplinary science is flourishing because of materials informatics and additional factors; a systematic way is required for exp...
Keyword:
functional decomposition
,
knowledge sharing
,
materials informatics
, and
ontology
Resource Type:
Report
Author:
Hiori Kino
,
Hieu Chi Dam
,
Takashi Miyake
, and
Riichiro Mizoguchi
Date Uploaded:
08/02/2023
A material dictionary database to extract information on permanent magnets from scientific articles
Description/Abstract:
In this study, we developed a new information extraction method using a material dictionary database (MDDB), which parses scientific arti...
Keyword:
information extraction
,
database
,
magnetic property
,
materials informatics
,
natural language processing
, and
ontology
Resource Type:
Dataset
Data origin:
informatics and data science
Author:
Akira Suzuki
Date Uploaded:
03/02/2023
NIMSʼs Materials Data Platform DICE and its future direction
Description/Abstract:
To promote data-driven research in the materials science field, the National Institute for Materials Science has been developing a materi...
Keyword:
DICE
,
data platform
,
metadata
,
data management
, and
materials informatics
Resource Type:
Presentation
Author:
MATSUDA, Asahiko
,
KADOHIRA, Takuya
, and
DEMURA, Masahiko
Date Uploaded:
23/03/2022
Date Modified:
24/03/2022
Combination of recommender system and single-particle diagnosis for accelerated discovery of novel nitrides
Description/Abstract:
Discovery of new compounds from wide chemical space is attractive for materials researchers. However, theoretical prediction and validati...
Keyword:
materials search
,
materials informatics
, and
density functional theory calculation
Material/Specimen:
nitrides
Resource Type:
Article
Author:
KOYAMA, Yukinori
,
SEKO, Atsuto
,
TANAKA, Isao
,
FUNAHASHI, Shiro
, and
HIROSAKI, Naoto
Journal:
The Journal of Chemical Physics
Date Uploaded:
15/06/2021
Date Modified:
24/06/2022
Materials metadata: as a custom schema, as directories, or in a data package
Description/Abstract:
Metadata for a research dataset can be about the dataset's bibliographic properties as well as their scientific properties. The scientifi...
Keyword:
data platform
,
materials informatics
, and
metadata
Resource Type:
Poster
Author:
MATSUDA, Asahiko
,
TANABE, Kosuke
,
KADOHIRA, Takuya
, and
TANIFUJI, Mikiko
Date Uploaded:
23/10/2020
Date Modified:
01/07/2021
Liquid electrolyte informatics using an exhaustive search with linear regression
Description/Abstract:
Exploring new liquid electrolyte materials is a fundamental target for developing new high-performance lithium-ion batteries. In contrast...
Keyword:
Gaussian09
,
Li-ion battery
,
materials informatics
,
molecules
,
organic solvents
, and
quantum chemistry calculations
Material/Specimen:
organic solvents
Resource Type:
Dataset
Data origin:
simulations
Author:
SODEYAMA, Keitaro
,
IGARASHI, Yasuhiko
,
NAKAYAMA, Tomofumi
,
TATEYAMA, Yoshitaka
, and
OKADA, Masato
Journal:
Physical Chemistry Chemical Physics
Date Uploaded:
09/09/2020
Date Modified:
30/06/2021
まだ見ぬe-Science、主役を舞台に載せるためには?
Description/Abstract:
研究の実施者が直面するであろうeScience/eResearchの根源的変化は、実験データをセーブする媒体を、PCのHDDからXMLを扱うDBにシフトさせることである。これにより、実験データの他者との共有(研究プロジェクト内、研究機関内、全世界)が容易になることが最大の利...
Keyword:
e-science
,
fedora commons
, and
materials informatics
Resource Type:
Presentation
Creator:
轟 眞市
Date Uploaded:
05/02/2020
Date Modified:
15/06/2020
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The history of DICE and NIMS Digital Library
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materials informatics
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National Institute for Materials Science
2
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Creative Commons BY Attribution 4.0 International
5
Creative Commons BY-NC-ND Attribution-NonCommercial-NoDerivs 2.1 Japan
1
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informatics and data science
1
simulations
1
Material/Specimen
nitrides
1
organic solvents
1
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2020
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Date
2009
1
Creator
轟 眞市
1
Author
KADOHIRA, Takuya
2
MATSUDA, Asahiko
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Akira Suzuki
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DEMURA, Masahiko
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JSPS KAKENHI
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JST
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JST-Mirai Program
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MEXT
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Physical Chemistry Chemical Physics
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The Journal of Chemical Physics
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