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Journal article(2)
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Machine learning (3)
Autonomous (1)
Bayesian spectral deconvolution (1)
Cellulose nanofiber (1)
Concentrated polymer brush (1)
Curie temperature (1)
Ising machine (1)
Multicellular dynamics (1)
Polypropylene (1)
X-ray diffraction (1)
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Creative Commons BY Attribution 4.0 International (2)
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application/pdf (3)
Keyword: Machine learning
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Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis
Journal article
Creator
Ryo Tamura
(author) (
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https://orcid.org/0000-0002-0349-358X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Kenji Nagata
(author) (
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Kenji Nagata
;
Keitaro Sodeyama
(author) (
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Keitaro Sodeyama
;
Kensaku Nakamura
(author) (
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Kensaku Nakamura
;
Toshiki Tokuhira
(author) (
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)
Toshiki Tokuhira
;
Satoshi Shibata
(author) (
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Satoshi Shibata
;
Kazuki Hammura
(author) (
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)
Kazuki Hammura
;
Hiroki Sugisawa
(author) (
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Hiroki Sugisawa
;
Masaya Kawamura
(author) (
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Masaya Kawamura
;
Teruki Tsurimoto
(author) (
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)
Teruki Tsurimoto
;
Masanobu Naito
(author) (
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Masanobu Naito
;
Masahiko Demura
(author) (
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https://orcid.org/0000-0002-7308-3041
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masahiko Demura
;
Takashi Nakanishi
(author) (
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https://orcid.org/0000-0002-8744-782X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Takashi Nakanishi
Keyword
Polypropylene
,
X-ray diffraction
,
Bayesian spectral deconvolution
,
Ising machine
,
Machine learning
Date published
2024-12-31
Updated at
2024-08-30 16:31:01 +0900
Machine Learning to Predict Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
Conference presentation
Creator
Chiaki Yoshikawa
(author) (
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)
https://orcid.org/0000-0002-6589-387X
Research Center for Macromolecules and Biomaterials/Macromolecules Field/Polymer Surfaces and Devices Team, National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Chiaki Yoshikawa
;
Hiroshi Mamitsuka
(author) (
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Hiroshi Mamitsuka
Keyword
Machine learning
,
Multicellular dynamics
,
Concentrated polymer brush
,
Cellulose nanofiber
Date published
Updated at
2025-11-06 12:30:42 +0900
Autonomous search for materials with high Curie temperature using
ab initio
calculations and machine learning
Journal article
Creator
Yuma Iwasaki
(author) (
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)
https://orcid.org/0000-0002-7117-277X
NIMS Researchers Directory SAMURAI
Yuma Iwasaki
Keyword
Machine learning
,
Autonomous
,
Curie temperature
,
ab initio
Date published
2024-12-31
Updated at
2024-10-04 08:30:28 +0900
Keyword
Machine learning
(3)
Autonomous
(1)
Bayesian spectral deconvolution
(1)
Cellulose nanofiber
(1)
Concentrated polymer brush
(1)
Curie temperature
(1)
Ising machine
(1)
Multicellular dynamics
(1)
Polypropylene
(1)
X-ray diffraction
(1)
ab initio
(1)
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Collection
Resource type
Journal article(2)
Conference presentation(1)
Keyword
Machine learning (3)
Autonomous (1)
Bayesian spectral deconvolution (1)
Cellulose nanofiber (1)
Concentrated polymer brush (1)
Curie temperature (1)
Ising machine (1)
Multicellular dynamics (1)
Polypropylene (1)
X-ray diffraction (1)
(more)
License
Creative Commons BY Attribution 4.0 International (2)
In Copyright (1)
File type
application/pdf (3)