[Published online Journal of Computer Chemistry, Japan -International Edition Vol.9, -, by J-STAGE]
<Title:> Implementation of Wang-Landau Algorithm for Probing Thermodynamic Stable Configuration of Multi-Element Materials and Application to Multinary Alloy Nanoparticles
<Author(s):> Yusuke NANBA, Michihisa KOYAMA
<Corresponding author E-Mill:> nanba(at)shinshu-u.ac.jp
<Abstract:> With an increase in an element, the configurational entropy effect stabilizes the multi-element materials. However, the expansion of configuration space and heterogeneous surfaces such as nanoparticles preclude the analytical evaluation of configurational entropy. Then, we implemented the Wang-Landau algorithm, which is one of the Monte-Carlo algorithms, for evaluating the configurational entropy and probing the thermodynamic stable configuration of multi-element materials. The regression equation obtained by density functional theory calculation and multiple regression analysis is used in the energy estimation in the sampling. This method was applied to binary alloys in the bulk and ternary alloy nanoparticles and the obtained features of the stable configuration were discussed.
<Keywords:> High-entropy alloy, Wang-Landau algorithm, Monte Carlo algorithm, Multiple regression analysis, Density functional theory calculation
<URL:> https://www.jstage.jst.go.jp/article/jccjie/9/0/9_2022-0013/_html
<Title:> Implementation of Wang-Landau Algorithm for Probing Thermodynamic Stable Configuration of Multi-Element Materials and Application to Multinary Alloy Nanoparticles
<Author(s):> Yusuke NANBA, Michihisa KOYAMA
<Corresponding author E-Mill:> nanba(at)shinshu-u.ac.jp
<Abstract:> With an increase in an element, the configurational entropy effect stabilizes the multi-element materials. However, the expansion of configuration space and heterogeneous surfaces such as nanoparticles preclude the analytical evaluation of configurational entropy. Then, we implemented the Wang-Landau algorithm, which is one of the Monte-Carlo algorithms, for evaluating the configurational entropy and probing the thermodynamic stable configuration of multi-element materials. The regression equation obtained by density functional theory calculation and multiple regression analysis is used in the energy estimation in the sampling. This method was applied to binary alloys in the bulk and ternary alloy nanoparticles and the obtained features of the stable configuration were discussed.
<Keywords:> High-entropy alloy, Wang-Landau algorithm, Monte Carlo algorithm, Multiple regression analysis, Density functional theory calculation
<URL:> https://www.jstage.jst.go.jp/article/jccjie/9/0/9_2022-0013/_html
