Keyword: machine learning

48 records found.

Varun Co-Fe Cu CIP-GMR AIP Advances (2024).pdf
Analysis of the effect of the Fermi surface matching at Co–Fe and Cu interface on giant magnetoresistance effect using a combinatorial technique
Journal article
Creator
Varun Kumar Kushwaha (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Ryo Toyama (author) (Search by this author)
ORCID SAMURAI ;
Yoshio Miura (author) (Search by this author)
ORCID SAMURAI ;
Yuma Iwasaki (author) (Search by this author)
ORCID SAMURAI ;
Yuya Sakuraba (author) (Search by this author)
ORCID SAMURAI
Keyword
spintronics, giant magnetoresistance, machine learning, Fermi surface, interfacial electronic band matching
Date published
2024-12-01
Updated at
2025-01-07 16:30:50 +0900

Advanced Science - 2025 - Si - Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy.pdf
Capacity Estimation and Knee Point Prediction Using Electrochemical Impedance Spectroscopy for Lithium Metal Battery Degradation via Machine Learning
Journal article
Creator
Qianli Si (author) (Search by this author)
National Institute for Materials Science
;
Shoichi Matsuda (author) (Search by this author)
ORCID SAMURAI ;
Yasunobu Ando (author) (Search by this author)
;
Toshiyuki Momma (author) (Search by this author)
;
Yoshitaka Tateyama (author) (Search by this author)
ORCID SAMURAI
Keyword
lithium metal battery, machine learning
Date published
2025-05-05
Updated at
2025-09-09 12:30:20 +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

2604_supp_info.pdf
Non-negative matrix factorization analysis of spatially-resolved photoemission spectra for epitaxially grown graphene on SiC
Journal article
Creator
Masaki Imamura (author) (Search by this author)
Synchrotron Light Application Center, Saga University
;
Kazutoshi Takahashi (author) (Search by this author)
Keyword
Photoemission spectroscopy, non-negative matrix factorization, graphene, machine learning, data-driven analysis
Date published
2026-06-19
Updated at
2026-06-24 15:38:41 +0900

STAM.pdf
Essential structural and experimental descriptors for bulk and grain boundary conductivities of Li solid electrolytes
Journal article
Creator
Yen-Ju Wu (author) (Search by this author)
ORCID SAMURAI ;
Takehiro Tanaka (author) (Search by this author)
;
Tomoyuki Komori (author) (Search by this author)
;
Mikiya Fujii (author) (Search by this author)
;
Hiroshi Mizuno (author) (Search by this author)
;
Satoshi Itoh (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Tadanobu Takada (author) (Search by this author)
;
Erina Fujita (author) (Search by this author)
ORCID SAMURAI ;
Yibin Xu (author) (Search by this author)
ORCID SAMURAI
Keyword
Ionic conductivity, machine learning, grain boundary, ionic conductor, Li battery, grain size, descriptor
Date published
2020-01-31
Updated at
2024-01-05 22:11:22 +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)
ORCID SAMURAI
Keyword
machine learning
Date published
2025-12-09
Updated at
2025-12-13 08:30:26 +0900

Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials.pdf
Dielectric tensor of perovskite oxides at finite temperature using equivariant graph neural network potentials
Journal article
Creator
Alex Kutana (author) (Search by this author)
Nagoya University
;
Koki Yoshimochi (author) (Search by this author)
;
Ryoji Asahi (author) (Search by this author)
Keyword
Graph neural network, machine learning, dielectrics, perovskite oxides, phase transitions
Date published
2025-12-31
Updated at
2025-07-18 10:24:15 +0900

Automatic extraction of materials and properties from superconductors scientific literature.pdf
Automatic extraction of materials and properties from superconductors scientific literature
Journal
Creator
Luca Foppiano (author) (Search by this author)
ORCID ;
Pedro Baptista Castro (author) (Search by this author)
MANA, NIMS
ORCID ;
Pedro Ortiz Suarez (author) (Search by this author)
Data and Web Science Group, University of Mannheim
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ; ORCID SAMURAI
Keyword
Materials informatics, superconductors, machine learning, NLP, TDM
Date published
2023-12-31
Updated at
2024-01-05 22:12:53 +0900

Automatic_extraction_of_materials_and_properties_from_superconductors_scientific_literature-v1.pdf
Automatic Extraction of Materials and Properties from Superconductors Scientific Literature
Journal article
Creator
Foppiano Luca (author) (Search by this author)
ORCID ;
Baptista de Castro, Pedro (author) (Search by this author)
MANA, NIMS
ORCID ;
Ortiz Suarez, Pedro (author) (Search by this author)
Data and Web Science Group, University of Mannheim
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Ishii, Masashi (author) (Search by this author)
MaDIS, NIMS
ORCID
Keyword
tdm, machine learning, materials science, superconductors, database
Date published
2022-09-15
Updated at
2022-10-16 01:44:51 +0900

2025 ogawa APL final.pdf
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
Journal article
Creator
Daisuke Ogawa (author) (Search by this author)
ORCID SAMURAI ;
Yuma Iwasaki (author) (Search by this author)
ORCID SAMURAI ;
Jun Uzuhashi (author) (Search by this author)
ORCID SAMURAI ;
Yuta Sasaki (author) (Search by this author)
ORCID SAMURAI ;
Masato Kotsugi (author) (Search by this author)
;
Yukiko K. Takahashi (author) (Search by this author)
ORCID SAMURAI
Keyword
heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
Date published
2025-06-23
Updated at
2025-07-11 08:30:48 +0900

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