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s41524-026-02013-0.pdf
Accurate screening of functional materials with machine-learning potential and transfer-learned regressions: Heusler alloy benchmark
ジャーナル論文
著者
Enda Xiao (author) (この著者で検索)
ORCID ; ORCID SAMURAI
キーワード
Heusler alloys, Machine-learning potential, Transfer learning, First-principles calculation, Curie temperature, Magnetic anisotropy energy
刊行年月日
2026-02-19
更新時刻
2026-03-30 13:06:06 +0900
nanomaterials-3261714-Revision_T.pdf
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
ジャーナル論文
著者
Guohai Chen (author) (この著者で検索)
ORCID ; ORCID SAMURAI
キーワード
machine learning, carbon nanotube, in situ TEM, growth mechanism
刊行年月日
2024-10-22
更新時刻
2024-12-24 13:58:23 +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
ジャーナル論文
著者
Jaekyun Hwang (author) (この著者で検索)
National Institute for Materials Science
;
Yuma Iwasaki (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI
キーワード
Machine learning
刊行年月日
2023-12-31
更新時刻
2024-01-05 22:11:31 +0900
Zheng_Small2024.pdf
Text‐to‐Microstructure Generation Using Generative Deep Learning
ジャーナル論文
著者
ORCID ; ORCID SAMURAI ;
Jamie Paik (author) (この著者で検索)
ORCID ;
Jingjing Li (author) (この著者で検索)
ORCID ;
Xiaofeng Guo (author) (この著者で検索)
ORCID ; ORCID SAMURAI
キーワード
microstructure generation, deep learning, natural language processing
刊行年月日
2024-05-21
更新時刻
2024-09-20 08:30:21 +0900
zheng_MD2021b.pdf
Controllable inverse design of auxetic metamaterials using deep learning
ジャーナル論文
著者
Xiaoyang Zheng (author) (この著者で検索)
;
Ta-Te Chen (author) (この著者で検索)
National Institute for Materials Science
;
Xiaofeng Guo (author) (この著者で検索)
;
Sadaki Samitsu (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Ikumu Watanabe (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI
キーワード
Negative Poisson’s ratio, Metamaterial, Generative adversarial network, Additive manufacturing, Voronoi tessellation
刊行年月日
2021-10-18
更新時刻
2024-01-05 22:12:12 +0900
guo_matdes2025.pdf
Spring-based mechanical metamaterials with deep-learning-accelerated design
ジャーナル論文
著者
Xiaofeng Guo (author) (この著者で検索)
ORCID ; ORCID ; ORCID SAMURAI ;
Takayuki Yamada (author) (この著者で検索)
ORCID ;
Yong Yi (author) (この著者で検索)
ORCID ; ORCID SAMURAI
キーワード
Mechanical metamaterial
刊行年月日
2025-03-06
更新時刻
2025-04-23 08:30:21 +0900
PhysRevMaterials.7.093805.pdf
Quasicrystals predicted and discovered by machine learning
ジャーナル論文
著者
Chang Liu (author) (この著者で検索)
;
Koichi Kitahara (author) (この著者で検索)
;
Asuka Ishikawa (author) (この著者で検索)
;
Takanobu Hiroto (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Alok Singh (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Erina Fujita (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Yukari Katsura (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Yuki Inada (author) (この著者で検索)
;
Ryuji Tamura (author) (この著者で検索)
;
Kaoru Kimura (author) (この著者で検索)
National Institute for Materials Science
ORCID ;
Ryo Yoshida (author) (この著者で検索)
ORCID
キーワード
Crystal forms, Crystal phenomena, Crystal structure, Alloys, Machine learning
刊行年月日
2023-09-25
更新時刻
2024-11-21 16:36:03 +0900
Gracheva_2026_Mach._Learn.__Sci._Technol._7_045006.pdf
Enhancing oxygen reduction reaction mass activity in polymer electrolyte fuel cells via molecular machine learning
ジャーナル論文
著者
ORCID SAMURAI ;
Shin-ichi Yamazaki (author) (この著者で検索)
; ORCID SAMURAI ; ORCID SAMURAI ;
Tsutomu Ioroi (author) (この著者で検索)
;
Masafumi Asahi (author) (この著者で検索)
ORCID
キーワード
materials science, machine learning, chemoinformatics, polymer electrolyte fuel cell (PEFC), oxygen reduction reaction, active learning
刊行年月日
2026-08-01
更新時刻
2026-08-26 16:18:22 +0900
seminar_BO_Junier.pdf
Bayesian optimization, an active learning method for optimising experimental parameters
プレゼンテーション
著者
LAMBARD Guillaume (author) (この著者で検索)
National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group
;
BAJAN Christophe Marie Olivier (author) (この著者で検索)
National Institute for Materials Science Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group
キーワード
Bayesian optimization, Active learning
刊行年月日
更新時刻
2024-12-23 12:30:48 +0900
2026MaterDes_Guo.pdf
Modular metamaterials with deep learning–enabled customizable stress–strain responses
ジャーナル論文
著者
Xiaofeng Guo (author) (この著者で検索)
ORCID ;
Miaomiao He (author) (この著者で検索)
; ORCID SAMURAI ; ORCID SAMURAI ;
Takayuki Yamada (author) (この著者で検索)
ORCID ;
Yong Yi (author) (この著者で検索)
; ORCID
キーワード
Mechanical metamaterials, Deep learning, Inverse design, Nonlinear mechanical property, Modular material
刊行年月日
2026-01-30
更新時刻
2026-02-27 16:30:39 +0900
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