Keyword: machine learning
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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
shrine20230330-1595-1im5f61.pdf
Unveiling the principle descriptor for predicting the electron inelastic mean free path based on a machine learning framework
Journal article
Creator
Xun Liu (author) (Search by this author)
National Institute for Materials Science
;
Zhufeng Hou (author) (Search by this author)
;
Dabao Lu (author) (Search by this author)
;
Bo Da (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Hideki Yoshikawa (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Shigeo Tanuma (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yang Sun (author) (Search by this author)
;
Zejun Ding (author) (Search by this author)
Keyword
machine learning, inelastic mean free path, LASSO
Date published
2019-12-31
Updated at
2024-09-05 16:30:30 +0900
manuscript.docx
Machine learning approach for the prediction of electron inelastic mean free paths
Journal article
Creator
Xun Liu (author) (Search by this author)
National Institute for Materials Science
;
Lihao Yang (author) (Search by this author)
;
Zhufeng Hou (author) (Search by this author)
;
Bo Da (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kenji Nagata (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Hideki Yoshikawa (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Shigeo Tanuma (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yang Sun (author) (Search by this author)
;
Zejun Ding (author) (Search by this author)
Keyword
machine learning, inelastic mean free path
Date published
2021-03-24
Updated at
2024-01-05 22:13:49 +0900
AdvMater.25_37_e10239.pdf
Artificial Intelligence‐Driven Nanoarchitectonics for Smart Targeted Drug Delivery
Journal article
Creator
Hayeon Bae (author) (Search by this author)
;
Hyunsub Ji (author) (Search by this author)
;
Konstantin Konstantinov (author) (Search by this author)
;
Ronald Sluyter (author) (Search by this author)
;
Katsuhiko Ariga (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Yong Ho Kim (author) (Search by this author)
;
Jung Ho Kim (author) (Search by this author)
Keyword
artificial intelligence, in silico optimization, machine learning, nanocarrier design, nanomedicine, targeted drug delivery
Date published
2025-08-07
Updated at
2025-10-28 12:30:13 +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
nanomaterials-3261714-Revision_T.pdf
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
Journal article
Creator
Guohai Chen (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
machine learning, carbon nanotube, in situ TEM, growth mechanism
Date published
2024-10-22
Updated at
2024-12-24 13:58:23 +0900
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis.pdf
Time-domain thermoreflectance technique using multiple delayed probe pulses for high-throughput data acquisition and analysis
Journal article
Creator
Hiroto Arima (author) (Search by this author)
National Metrology Institute of Japan (NMIJ), National Institute of Advanced Industrial Science and Technology (AIST)
;
Yuichiro Yamashita (author) (Search by this author)
;
Takashi Yagi (author) (Search by this author)
Keyword
Time-domain thermoreflectance, multiple delay, thin film, thermal effusivity, interfacial thermal resistance, machine learning
Date published
2025-12-31
Updated at
2025-07-16 16:14:58 +0900
_最終稿版_機械学習による光電子収量分光PYSスペクトルの自動閾値予測200629.pdf
Automatic Threshold Prediction of Photoelectron Yield Spectroscopy (PYS) by Machine Learning
Journal article
Creator
ORCID SAMURAI ;
YOSHITAKE, Michiko (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI
Keyword
threshold, machine learning, photoelectron yield spectroscopy
Date published
2020-06-10
Updated at
2024-01-05 22:12:44 +0900
Development of a method to evaluate strain in weld solidification using in-situ observations with high-brightness synchrotron X-rays.pdf
Development of a method to evaluate strain in weld solidification using in-situ observations with high-brightness synchrotron X-rays
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI ;
Takayuki Yamashita (author) (Search by this author)
;
Yasuhiro Aoki (author) (Search by this author)
;
Hidetoshi Fujii (author) (Search by this author)
Keyword
in-situ observation, synchrotron X-ray, welding technology, optical flow, machine learning, Strain evaluation method;
Date published
2024-12-31
Updated at
2024-11-13 12:30:30 +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
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