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
d2ma00881e.pdf
Rapid discovery of new Eu2+-activated phosphors with a designed luminescence color using a data-driven approach
Journal article
Creator
Yukinori Koyama (author) (Search by this author)
Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science
ORCID SAMURAI ;
Hidekazu Ikeno (author) (Search by this author)
Osaka Metropolitan University
;
Masamichi Harada (author) (Search by this author)
Research Center for Functional Materials, National Institute for Materials Science
;
Shiro Funahashi (author) (Search by this author)
Research Center for Functional Materials, National Institute for Materials Science
;
Takashi Takeda (author) (Search by this author)
Research Center for Functional Materials, National Institute for Materials Science
ORCID SAMURAI ;
Naoto Hirosaki (author) (Search by this author)
Research Center for Functional Materials, National Institute for Materials Science
Keyword
phosphor, materials design, machine learning, luminescence, emission spectrum, Eu2+
Date published
2022-11-29
Updated at
2024-01-05 22:11:23 +0900
Manuscript.pdf
Graph Network-Based Simulation of Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
Journal article
Creator
Chiaki Yoshikawa (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Duc Anh Nguyen (author) (Search by this author)
;
Tadashi Nakaji-Hirabayashi (author) (Search by this author)
;
Ichigaku Takigawa (author) (Search by this author)
;
Hiroshi Mamitsuka (author) (Search by this author)
Keyword
cellulose nanofiber, concentrated polymer brush, hMSC, self-assembly, machine learning
Date published
2024-04-08
Updated at
2024-08-27 08:30:31 +0900
Advanced Science - 2023 - Uryu - Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder.pdf
Deep Learning Enables Rapid Identification of a New Quasicrystal from Multiphase Powder Diffraction Patterns
Journal article
Creator
Hirotaka Uryu (author) (Search by this author)
;
Tsunetomo Yamada (author) (Search by this author)
;
Koichi Kitahara (author) (Search by this author)
;
Alok Singh (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yutaka Iwasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kaoru Kimura (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Kanta Hiroki (author) (Search by this author)
;
Naoki Miyao (author) (Search by this author)
;
Asuka Ishikawa (author) (Search by this author)
;
Ryuji Tamura (author) (Search by this author)
;
Satoshi Ohhashi (author) (Search by this author)
;
Chang Liu (author) (Search by this author)
;
Ryo Yoshida (author) (Search by this author)
Keyword
deep learning, x-ray powder diffraction, quasicrystal, phase identification, machine learning
Date published
2023-11-14
Updated at
2024-12-13 12:30:39 +0900
41524_2019_203_MOESM1_ESM.avi
Machine-learning-assisted discovery of polymers with high thermal conductivity using a molecular design algorithm
Journal article
Creator
Stephen Wu (author) (Search by this author)
;
Yukiko Kondo (author) (Search by this author)
;
Masa-aki Kakimoto (author) (Search by this author)
;
Bin Yang (author) (Search by this author)
;
Hironao Yamada (author) (Search by this author)
; ORCID SAMURAI ;
Guillaume Lambard (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kenta Hongo (author) (Search by this author)
; ORCID SAMURAI ;
Junichiro Shiomi (author) (Search by this author)
;
Christoph Schick (author) (Search by this author)
;
Junko Morikawa (author) (Search by this author)
;
Ryo Yoshida (author) (Search by this author)
Keyword
machine learning, polymer, thermal conductivity, molecular design
Date published
2019-06-21
Updated at
2024-11-21 16:31:23 +0900
Data-driven analysis and visualization of dielectric properties curated from scientific literature.pdf
Data-driven analysis and visualization of dielectric properties curated from scientific literature
Journal article
Creator
Tomoki Murata (author) (Search by this author)
ORCID ;
Naoto Saito (author) (Search by this author)
;
Eiji Koyama (author) (Search by this author)
;
Ton Nu Thanh Phuong (author) (Search by this author)
;
Ryusuke Misawa (author) (Search by this author)
;
Satoshi Yokomizo (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI ;
Sakyo Hirose (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
Materials data analysis, database, data curation, dielectric materials, ferroelectric, machine learning, dimensionality reduction
Date published
2025-12-31
Updated at
2025-06-12 16:30:20 +0900
s41524-025-01851-8 (1).pdf
Networking autonomous material exploration systems through transfer learning
Journal article
Creator
Naoki Yoshida (author) (Search by this author)
;
Yutaro Iwabuchi (author) (Search by this author)
;
Yasuhiko Igarashi (author) (Search by this author)
;
Yuma Iwasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
machine learning
Date published
2025-12-09
Updated at
2025-12-13 08:30:26 +0900
s41524-025-01671-w.pdf
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
Journal article
Creator
Hayato Maeda (author) (Search by this author)
ORCID ;
Stephen Wu (author) (Search by this author)
ORCID ;
Rika Marui (author) (Search by this author)
ORCID ;
Erina Yoshida (author) (Search by this author)
;
Kan Hatakeyama-Sato (author) (Search by this author)
;
Yuta Nabae (author) (Search by this author)
;
Shiori Nakagawa (author) (Search by this author)
;
Meguya Ryu (author) (Search by this author)
;
Ryohei Ishige (author) (Search by this author)
;
Yoh Noguchi (author) (Search by this author)
;
Yoshihiro Hayashi (author) (Search by this author)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Felix Jiang (author) (Search by this author)
;
Xuan Thang Vu (author) (Search by this author)
;
Sven Ingebrandt (author) (Search by this author)
ORCID ;
Masatoshi Tokita (author) (Search by this author)
;
Junko Morikawa (author) (Search by this author)
ORCID ;
Ryo Yoshida (author) (Search by this author)
ORCID ;
Teruaki Hayakawa (author) (Search by this author)
Keyword
liquid crystalline polymer, thermal conductivity, machine learning, PoLyInfo
Date published
2025-07-02
Updated at
2025-08-19 12:30:21 +0900
Dataset
Supercon 2 Dataset
Dataset
Creator
ORCID
Keyword
superconductors, machine learning, dataset, tdm, materials science
Date published
2022-09-10
Updated at
2022-10-18 10:11:01 +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
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