arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2004.04673cond-mat.mtrl-sciphysics.comp-ph
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用多单元蒙特卡罗方法快速测定固态相平衡

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

Edwin Antillon, Maryam Ghazisaeidi

摘要:

在我们先前介绍的用于模拟相共存的多单元蒙特卡罗(MC)方法的基础上,本文对固体相平衡的有效测定进行了重要的改进。(MC)^2方法使用多个单元格,代表可能的相位。在任意改变各单元的组成后,通过求解质量平衡方程来虚拟地模拟单元之间的传质。然而,在这个过程中寻找最小自由能提出了一个实际问题。质量平衡方程的解不是唯一的,因此算法有陷入非平衡解的风险。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-校正算法引入一致性检查,以惩罚不满足化学势等效的必要条件的解决方案,并引导系统走向平衡。(MC)^2的最一般的验收标准是从混合物的等温等压吉布斯熵出发推导出来的。使用该系综,平移MC移动被添加以包括振动激励以及体积MC移动,以完全用MC方法确保恒定压力和温度的条件,而不依赖于用于这些自由度的松弛的任何其他方法。作为一个概念的证明,该方法被应用到两个二元合金的兼容性差距和模型四元合金,使用经典的原子间势。

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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