activity
20182021
most citedBayesian optimization of chemical composition: a comprehensive framework and its application to Fe-type magnet compounds

46 citations · 78 across the 3 of their papers we have counts for

collaborators

10 papers

cond-mat.mtrl-sci2021

First-principles investigation of Nd(Fe,M)12 (M = K--Br) and Nd(Fe,Cr,Co,Ni,Ge,As)12: Possible enhancers of Curie temperature for NdFe12 magnetic compounds

Taro Fukazawa, Hisazumi Akai, Yosuke Harashima +1

We investigate the effects of various dopants (M = K--Br) on the Curie temperature of the magnetic compound NdFe12 through first-principles calculations. Analysis by the Korringa--…

cond-mat.mtrl-sci2020

Spin-wave dispersion and exchange stiffness in NdFeB and FeTi (=Y, Nd, Sm) from first-principles calculations

Taro Fukazawa, Hisazumi Akai, Yosuke Harashima +1

We theoretically investigate spin-wave dispersion in rare-earth magnet compounds by using first-principles calculations and a method we call the reciprocal-space algorithm (RSA). T…

cond-mat.mtrl-sci2020

Data Assimilation Method for Experimental and First-Principles Data: Finite-Temperature Magnetization of (Nd,Pr,La,Ce)(Fe,Co,Ni)B

Yosuke Harashima, Keiichi Tamai, Shotaro Doi +8

We propose a data-assimilation method for evaluating the finite-temperature magnetization of a permanent magnet over a high-dimensional composition space. Based on a general framew…

cond-mat.mtrl-sci202032 cited

Screw dislocation that converts p-type GaN to n-type: Microscopic study on the Mg condensation and the leakage current in p-n diodes

Takashi Nakano, Yosuke Harashima, Kenta Chokawa +9

Recent experiments suggest that Mg condensation at threading dislocations induce current leakage, leading to degradation of GaN-based power devices. To study this issue, we perform…

cond-mat.mtrl-sci2019

Cerium as a possible stabilizer of ThMn-type iron-based compounds: A first-principles study

Yosuke Harashima, Taro Fukazawa, Takashi Miyake

The structural stability of CeFe is investigated by using first-principles calculation. The formation energies of CeFe relative to the CeFe + bcc-Fe phas…

cond-mat.mtrl-sci201946 cited

Bayesian optimization of chemical composition: a comprehensive framework and its application to Fe-type magnet compounds

Taro Fukazawa, Yosuke Harashima, Zhufeng Hou +1

We propose a framework for optimization of the chemical composition of multinary compounds with the aid of machine learning. The scheme is based on first-principles calculation usi…