Index Catalog // MDR

Description/Abstract:: We analyze Curie temperatures of rare-earth transition metal binary alloys with machine learning method. In order to select important de...
Keyword:: Curie temperature, binary rare-earth transition metal, descriptor importance, exhaustive search, hierarchical clustering, and subgroup relevance analysis
Resource Type:: Article
Author:: Hieu Chi Dam, Viet Cuong Nguyen, Tien Lam Pham, Anh Tuan Nguyen, Kiyoyuki Terakura, Takashi Miyake, and Hiori Kino
Date Uploaded:: 10/02/2023
Date Modified:: 20/03/2024

Description/Abstract:: Automatic exhaustive exploration of a large material space by high-performance supercomput- ers is crucial for developing new functional...
Keyword:: AkaiKKR, Automatic exhaustive exploration, Curie temperature, law aquisition, magnetization, quaternary high entropy alloys, and residual resistivity
Resource Type:: Article
Author:: T. Fukushima, H. Akai, T. Chikyow, and H. Kino
Date Uploaded:: 09/02/2023
Date Modified:: 28/03/2024

Description/Abstract:: Measuring the similarity between materials is essential for estimating their properties and revealing the associated physical mechanisms....
Keyword:: Curie temperature, Dempster–Shafer theory, evidence theory, magnetization, mixture of experts, physical mechanism, similarity evidence, transition rare-earth metal binary allloys, and visualization
Resource Type:: Article
Author:: Minh-Quyet Ha, Duong-Nguyen Nguyen, Viet-Cuong Nguyen, Hiori Kino, Yasunobu Ando, Takashi Miyake, Thierry Denœux, Van-Nam Huynh, and Hieu-Chi Dam
Date Uploaded:: 08/02/2023

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