Keyword: machine learning

28 records found. Displaying records 1 to 10.

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)
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

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

Predicting the surface roughness of an electrodeposited copper film using a machine learning technique.pdf
Predicting the surface roughness of an electrodeposited copper film using a machine learning technique
Journal article
Creator
Ryo Tamura (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Algorithm Team, National Institute for Materials Science
ORCID SAMURAI ;
Ryuichi Inaba (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Mami Watanabe (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Yutaro Mori (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Makoto Urushihara (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Kenji Yamaguchi (author) (Search by this author)
MITSUBISHI MATERIALS CORPORATION
;
Shoichi Matsuda (author) (Search by this author)
Research Center for Energy and Environmental Materials (GREEN)/Battery and Cell Materials Field/Automated Electrochemical Experiments Team, National Institute for Materials Science
ORCID SAMURAI
Keyword
electrodeposited copper film, surface roughness, machine learning
Date published
2024-12-31
Updated at
2024-10-31 16:30:15 +0900

Ti2023_template-sahara-v3.docx
Theoretical investigation of oxidation mechanism in Ti and its alloys
Conference paper
Creator
Ryoji Sahara (author) (Search by this author)
Research Center for Structural Materials/Materials Evaluation Field/Computational Structural Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Somesh Kr. Bhattacharya (author) (Search by this author)
Research Center for Structural Materials/Design and Producing Field/Computational Structural Materials Group, National Institute for Materials Science
;
Kanika Kohli (author) (Search by this author)
Indian Institute of Science Education and Research Pune
;
Prasenjit Ghosh (author) (Search by this author)
Indian Institute of Science Education and Research Pune
;
Kyosuke Ueda (author) (Search by this author)
Tohoku Univ.
;
Takayuki Narushima (author) (Search by this author)
Tohoku Univ.
Keyword
high temperature oxidation, parabolic rate constant, first principles calculations, machine learning, electronegativity
Date published
Updated at
2024-10-18 16:30:37 +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

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)
ORCID SAMURAI ;
Yutaka Iwasaki (author) (Search by this author)
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

Pitfalls in Artificial Intelligence_revised_clean_v2.docx
Pitfalls in Artificial Intelligence Powered Discovery Due to Electrocatalyst Evaluation Methodologies
Journal article
Creator
Abraham Castro Garcia (author) (Search by this author)
;
Ken Sakaushi (author) (Search by this author)
ORCID SAMURAI
Keyword
machine learning
Date published
2025-09-04
Updated at
2026-04-30 12:01:11 +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

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

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)
ORCID SAMURAI ;
Hideki Yoshikawa (author) (Search by this author)
ORCID SAMURAI ;
Shigeo Tanuma (author) (Search by this author)
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

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