Search Results for author: Takashi Miyake

Found 5 papers, 0 papers with code

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

no code implementations26 Apr 2022 Hiori Kino, Hieu-Chi Dam, Takashi Miyake, Riichiro Mizoguchi

The proposed method was applied to materials informatics to demonstrate the systematic representation of expert knowledge and its usefullness.

Lattice dynamics effects on finite-temperature stability of $R_{1-x}$Fe$_{x}$ ($R$ = Y, Ce, Nd, Sm, and Dy) alloys from first principles

no code implementations4 Feb 2021 Guangzong Xing, Takahiro Ishikawa, Yoshio Miura, Takashi Miyake, Terumasa Tadano

We report the effects of lattice dynamics on thermodynamic stability of binary $R_{1-x}$Fe$_x$ $(0<x<1)$ compounds ($R$: rare-earth elements, Y, Ce, Nd, Sm, and Dy) at finite temperature predicted by first-principles calculation based on density functional theory (DFT).

Materials Science Computational Physics

Evolutionary search for cobalt-rich compounds in the yttrium-cobalt-boron system

no code implementations3 Feb 2021 Takahiro Ishikawa, Taro Fukazawa, Guangzong Xing, Terumasa Tadano, Takashi Miyake

Modern high-performance permanent magnets are made from alloys of rare earth and transition metal elements, and large magnetization is achieved in the alloys with high concentration of transition metals.

Materials Science

Measuring the Similarity between Materials with an Emphasis on the Materials Distinctiveness

no code implementations23 Mar 2019 Tran-Thai Dang, Tien-Lam Pham, Hiori Kino, Takashi Miyake, Hieu-Chi Dam

In this study, we establish a basis for selecting similarity measures when applying machine learning techniques to solve materials science problems.


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