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铜电沉积的蒙特卡罗模拟:多步自由能计算

Monte Carlo simulation of electrodeposition of copper: a multistep free energy calculation.

作者信息

Harinipriya S, Subramanian Venkat R

机构信息

Department of Chemical Engineering, Tennessee Technological University, Cookeville, Tennessee 38505, USA.

出版信息

J Phys Chem B. 2008 Apr 3;112(13):4036-47. doi: 10.1021/jp076191a. Epub 2008 Mar 7.

Abstract

Electrodeposition of copper (Cu) involves length scales of a micrometer or even less. Several theoretical techniques such as continuum Monte Carlo, kinetic Monte Carlo (KMC), and molecular dynamics have been used for simulating this problem. However the multiphenomena characteristics of the problem pose a challenge for an efficient simulation algorithm. Traditional KMC methods are slow, especially when modeling surface diffusion with large number of particles and frequent particle jumps. Parameter estimation involving thousands of KMC runs is very time-consuming. Thus a less time-consuming and novel multistep continuum Monte Carlo simulation is carried out to evaluate the step wise free energy change in the process of electrochemical copper deposition. The procedure involves separate Monte Carlo codes employing different random number criterion (using hydrated radii, bare radii, hydration number of the species, redox potentials, etc.) to obtain the number of species (CuCl(2) or CuSO(4) or Cu as the case may be) and in turn the free energy. The effect of concentration of electrolyte, influence of electric field and presence of chloride ions on the free energy change for the processes is studied. The rate determining step for the process of electrodeposition of copper from CuCl(2) and CuSO(4) is also determined.

摘要

铜(Cu)的电沉积涉及微米甚至更小的长度尺度。几种理论技术,如连续介质蒙特卡罗、动力学蒙特卡罗(KMC)和分子动力学,已被用于模拟这个问题。然而,该问题的多现象特征对高效模拟算法构成了挑战。传统的KMC方法速度较慢,特别是在对大量粒子和频繁粒子跳跃的表面扩散进行建模时。涉及数千次KMC运行的参数估计非常耗时。因此,进行了一种耗时较少的新型多步连续介质蒙特卡罗模拟,以评估电化学铜沉积过程中的逐步自由能变化。该过程涉及使用不同随机数标准(使用水合半径、裸半径、物种的水合数、氧化还原电位等)的单独蒙特卡罗代码,以获得物种数量(视情况而定,如CuCl(2)或CuSO(4)或Cu),进而获得自由能。研究了电解质浓度、电场影响和氯离子的存在对该过程自由能变化的影响。还确定了从CuCl(2)和CuSO(4)电沉积铜过程的速率决定步骤。

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