Keyword: Machine learning
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Revised Manuscript-ActaMater_20240327.docx
ALMLBO PIPELINE APPROACH APPLY TO MATERIAL PROCESS AND COMPOSITION OPTIMIZATION FOR ENERGY-SAVING APPLICATIONS
Conference presentation
Creator
Cédric Bourgès (author) (Search by this author)
International Center for Young Scientists, National Institute for Materials Science
ORCID ;
Guillaume Lambard (author) (Search by this author)
Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
ORCID SAMURAI ;
Naoki Sato (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Makoto Tachibana (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science
ORCID SAMURAI ;
Satoshi Ishii (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Optical Nanostructure Team, National Institute for Materials Science
ORCID SAMURAI ;
Takao Mori (author) (Search by this author)
Research Center for Materials Nanoarchitectonics (MANA)/Nanomaterials Field/Thermal Energy Materials Group, National Institute for Materials Science
ORCID SAMURAI
Keyword
Kesterite, Machine learning, Process, Thermoelectric, Ceramic
Date published
Updated at
2024-10-30 16:30:23 +0900
2024_Exploring new useful phosphors by combining experiments with machine learning.pdf
Exploring new useful phosphors by combining experiments with machine learning
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ;
Hidekazu Ikeno (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI
Keyword
Phosphor, High-throughput experiment, Machine learning, Local structure, Europium
Date published
2024-12-31
Updated at
2024-12-05 16:30:28 +0900
lin-et-al-2025-determination-of-stable-proton-configurations-by-black-box-optimization-using-an-ising-machine.pdf
Determination of Stable Proton Configurations by Black-Box Optimization Using an Ising Machine
Journal article
Creator
Jianbo Lin (author) (Search by this author)
;
Tomofumi Tada (author) (Search by this author)
ORCID ;
Ai Koizumi (author) (Search by this author)
;
Masato Sumita (author) (Search by this author)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI
Keyword
Machine learning, Ising machine, Proton configuration
Date published
2025-02-06
Updated at
2025-05-23 08:30:18 +0900
Autonomous search for half-metallic materials with B2 structure.pdf
Autonomous search for half-metallic materials with B 2 structure
Journal article
Creator
ORCID SAMURAI ; ORCID SAMURAI ;
Takahiro Yamazaki (author) (Search by this author)
ORCID ;
Yasuhiko Igarashi (author) (Search by this author)
ORCID ;
Masato Kotsugi (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
Machine learning, Autonomous, ab initio, Half metal
Date published
2024-12-31
Updated at
2024-10-04 08:30:32 +0900
Fujii-DigitalDiscovery2025.pdf
A straightforward gradient-based approach for designing superconductors with high critical temperature: exploiting domain knowledge via adaptive constraints
Journal article
Creator
Akihiro Fujii (author) (Search by this author)
;
Anh Khoa Augustin Lu (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Koji Shimizu (author) (Search by this author)
;
Satoshi Watanabe (author) (Search by this author)
National Institute for Materials Science
ORCID
Keyword
Gradient-based optimization, Superconductor, Domain knowledge integration, Materials discovery, Critical temperature, Machine learning
Date published
2025-10-29
Updated at
2026-05-18 14:53:14 +0900
Abstracts_Krishnan.pdf
From Random Networks to AI-Driven Glass Design
Conference presentation
Creator
N. M. Anoop Krishnan (author) (Search by this author)
Department of Civil Engineering, Indian Institute of Technology Delhi
Keyword
Machine learning, AI-Driven Glass Design
Date published
Updated at
2025-09-25 16:30:42 +0900
Editorial_Nanomaterials.pdf
Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications
Journal article
Creator
Guohai Chen (author) (Search by this author)
ORCID ; ORCID SAMURAI
Keyword
Carbon Nanotubes, Synthesis, Properties, Machine learning
Date published
2025-10-20
Updated at
2025-12-13 08:30:03 +0900
Manuscript.pdf
In Situ Forming Supramolecular Nanofiber Hydrogel as a Biodegradable Liquid Embolic Agent for Postembolization Tissue Remodeling
Journal article
Creator
Akihiro Nishiguchi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Miho Ohta (author) (Search by this author)
;
Debabrata Palai (author) (Search by this author)
National Institute for Materials Science
ORCID ;
Shima Ito (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kensaku Mori (author) (Search by this author)
;
Ryotaro Akagi (author) (Search by this author)
;
Christophe Bajan (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Guillaume Lambard (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Keitaro Sodeyama (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Tetsushi Taguchi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Hydrogel, Embolic agent, Machine learning
Date published
2024-11-07
Updated at
2025-02-26 16:30:29 +0900
1-s2.0-S2214860425001010-main.pdf
Phase-separation induced dislocation-network cellular structures in Ti-Zr-Nb-Mo-Ta high-entropy alloy processed by laser powder bed fusion
Journal article
Creator
Han Chen (author) (Search by this author)
;
Daisuke Egusa (author) (Search by this author)
;
Zehao Li (author) (Search by this author)
National Institute for Materials Science
;
Taisuke Sasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Ryosuke Ozasa (author) (Search by this author)
;
Takuya Ishimoto (author) (Search by this author)
;
Masayuki Okugawa (author) (Search by this author)
;
Yuichiro Koizumi (author) (Search by this author)
;
Takayoshi Nakano (author) (Search by this author)
;
Eiji Abe (author) (Search by this author)
Keyword
High-entropy alloy, Laser powder bed fusion, Cellular structure, Phase separation, Dislocation-network, Electron microscopy, Machine learning
Date published
2025-03-12
Updated at
2025-04-08 13:16:16 +0900
Improving efficiency of autonomous material search via transfer learning from nontarget properties (2).pdf
Improving efficiency of autonomous material search via transfer learning from nontarget properties
Journal article
Creator
Jaekyun Hwang (author) (Search by this author)
National Institute for Materials Science
;
Yuma Iwasaki (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Machine learning
Date published
2023-12-31
Updated at
2024-01-05 22:11:31 +0900
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