Keyword: machine learning

35 records found.

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

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

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

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

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)
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

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

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

jmca2024_NaSulfideConductor_esi_rj.pdf
Computational discovery of stable Na-ion sulfide solid electrolytes with high conductivity at room temperature
Journal article
Creator
Seong-Hoon Jang (author) (Search by this author)
ORCID ;
Randy Jalem (author) (Search by this author)
ORCID SAMURAI ;
Yoshitaka Tateyama (author) (Search by this author)
ORCID SAMURAI
Keyword
all solid state batteries, solid electrolytes, high-throughput first-principles calculation, computational materials search, machine learning, sodium ion conductors
Date published
2024-08-05
Updated at
2024-10-10 16:30:52 +0900