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Important Descriptors and Descriptor Groups of Curie Temperatures of Rare-earth Transition-metal Binary Alloys

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
Function Decomposition Tree with Causality-First Perspective and Systematic Description of Problems in Materials Informatics

Description/Abstract:

As interdisciplinary science is flourishing because of materials informatics and additional factors; a systematic way is required for exp...

Keyword:

functional decomposition, knowledge sharing, materials informatics, and ontology

Resource Type:

Report

Author:

Hiori Kino, Hieu Chi Dam, Takashi Miyake, and Riichiro Mizoguchi

Date Uploaded:

08/02/2023

Date Modified:

22/03/2024