Effects of quenched disorder on the kinetics and pathways of phase transition in a soft colloidal system

Gadha Ramesh, Mantu Santra, Rakesh S. Singh
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Abstract

Although impurities are unavoidable in real-world and experimental systems, most numerical studies on nucleation focus on pure (impurity-free) systems. As a result, the role of impurities in phase transitions remains poorly understood, especially for systems with complex free energy landscapes featuring one or more metastable intermediate phases. In this study, we employed Monte-Carlo simulations to investigate the effects of static impurities (quenched disorder) of varying length scales and surface morphologies on the nucleation mechanism and kinetics in the Gaussian Core Model (GCM) system, a model for soft colloidal systems. We first explored how the nucleation free energy barrier and critical cluster size are influenced by the fraction of pinned particles ($f_{\rm p}$) and the pinned cluster size ($n_{\rm p}$). Both the nucleation free energy barrier and critical cluster size increase sharply with increasing $f_{\rm p}$ but decrease as $n_{\rm p}$ grows, eventually approaching the homogeneous nucleation limit. On examining the impact of surface morphology on nucleation kinetics, we observed that the nucleation barrier significantly decreases with increasing the spherical pinned cluster (referred to as "seed") size of face-centred cubic (FCC), body-centred cubic (BCC), and simple cubic (SC) structures, with BCC showing the greatest facilitation. Interestingly, seeds with random surface roughness had little effect on nucleation kinetics. Additionally, the polymorphic identity of particles in the final crystalline phase is influenced by both seed surface morphology and system size. This study further provides crucial insights into the intricate relationship between substrate-induced local structural fluctuations and the selection of the polymorphic identity in the final crystalline phase, which is essential for understanding and controlling crystallization processes in experiments.
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淬火无序对软胶体系统相变动力学和路径的影响
尽管杂质在现实世界和实验系统中不可避免,但有关成核的大多数数值研究都侧重于纯(无杂质)系统。因此,人们对杂质在相变中的作用仍然知之甚少,尤其是对于具有复杂自由能图谱、包含一个或多个可转移中间相的体系。在这项研究中,我们利用蒙特卡洛模拟研究了不同长度尺度和表面形态的静态杂质(淬火无序)对高斯核心模型(GCM)系统(一种软胶体系统模型)成核机制和动力学的影响。我们首先探讨了成核自由能垒和临界团簇大小是如何受到钉合颗粒的比例($f_{\rm p}$)和钉合团簇大小($n_{\rm p}$)的影响的。成核自由能垒和临界簇尺寸都随着 $f_{\rm p}$ 的增加而急剧增大,但随着 $n_{\rm p}$ 的增加而减小,最终接近均匀成核极限。在研究表面形貌对成核动力学的影响时,我们观察到,随着面心立方(FCC)、体心立方(BCC)和简单立方(SC)结构的球形针状簇(简称 "种子")尺寸的增加,成核势垒显著降低,其中 BCC 显示出最大的促进作用。有趣的是,表面粗糙度随机的种子对成核动力学几乎没有影响。此外,最终结晶相中颗粒的多态性也受种子表面形态和系统尺寸的影响。这项研究进一步揭示了基质诱导的局部结构波动与最终结晶相中多晶态特征选择之间的复杂关系,这对于理解和控制实验中的结晶过程至关重要。
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