论文标题

用mutli-cell monte Carlo方法有效测定固态相位平衡

Efficient determination of solid-state phase equilibrium with the Mutli-Cell Monte Carlo method

论文作者

Antillon, Edwin, Ghazisaeidi, Maryam

论文摘要

在我们先前引入的多细胞蒙特卡洛(MC)^2建模相共存的方法的基础上,本文为有效地确定固体中相位平衡提供了重要的改进。 (MC)^2方法使用多个单元格,代表可能的阶段。在任意更改每个细胞的组成后,通过求解质量平衡方程来实现细胞之间的传质。但是,在此过程中搜索最低自由能构成了一个实际问题。质量平衡方程的解决方案并非远离平衡,因此该算法有可能被困在非平衡溶液中。因此,目前缺乏(MC)^2的适当停止条件。在这项工作中,我们通过预测 - 校正算法引入了一致性检查,以惩罚不满足化学势等效性的必要条件的解决方案,并引导系统寻找平衡。 (MC)^2的最普遍的接受标准是从混合物的等温线 - 质量吉布斯合奏开始的。使用此合奏,添加了翻译MC移动,以包括振动激发以及体积MC移动,以确保完全使用MC进近的恒定压​​力和温度的状况,而无需依靠任何其他方法来放松这些自由度。作为概念的证明,该方法使用经典的原子质潜力,将两种二元合金和一个模型的第四纪合金应用于二元合金。

Building on our previously introduced Multi-cell Monte Carlo (MC)^2 method for modeling phase coexistence, this paper provides important improvements for efficient determination of phase equilibria in solids. The (MC)^2 method uses multiple cells, representing possible phases. Mass transfer between cells is modeled virtually by solving the mass balance equation after the composition of each cell is changed arbitrarily. However, searching for the minimum free energy during this process poses a practical problem. The solution to the mass balance equation is not unique away from equilibrium and consequently the algorithm is in risk of getting trapped in nonequilibrium solutions. Therefore, a proper stopping condition for (MC)^2 is currently lacking. In this work, we introduce a consistency check via a predictor-corrector algorithm to penalize solutions that do not satisfy a necessary condition for equivalence of chemical potentials and steer the system towards finding equilibrium. The most general acceptance criteria for (MC)^2 is derived starting from the isothermic-isobaric Gibbs Ensemble for mixtures. Using this ensemble, translational MC moves are added to include vibrational excitations as well as volume MC moves to ensure the condition of constant pressure and temperature entirely with a MC approach, without relying on any other method for relaxation of these degrees of freedom. As a proof of concept the method is applied to two binary alloys with miscibility gaps and a model quaternary alloy, using classical interatomic potentials.

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