Review of the percolation threshold for spherocylinder-based systems in a continuum model

IF 3.1 3区 物理与天体物理 Q2 PHYSICS, MULTIDISCIPLINARY
Meysam Khodaei , Mohsen Jafaraghaei , Ashkan Ajrian , Sina Giahkar
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引用次数: 0

Abstract

This study presents a comprehensive review and comparative analysis of various methods for determining the percolation threshold in systems of spherocylinders—a critical parameter in the design of advanced composite materials. We evaluated a range of approaches, including analytical models based on excluded volume theory (soft- and hard-core), computational Monte Carlo simulations, and established experimental techniques. A central focus was reconciling the discrepancies between theoretical models, which often assume infinite aspect ratios, and experimental results from fillers with finite aspect ratios. Our analysis reveals that while traditional analytical bounds and hard-core models exhibit limited predictive accuracy, computational soft-core simulations for finite-sized fillers provide robust predictions that align well with experimental data. Moreover, empirical approximations fitted to numerical results demonstrate strong agreement across all aspect ratio regimes. The primary contribution of this work is a novel interpolation formula that unifies the distinct asymptotic behaviours observed at very low and very high aspect ratios. This formula shows excellent agreement with extensive simulation data and serves as a highly accurate, unified predictive tool. By clarifying the strengths and weaknesses of existing methods, this investigation provides a reliable framework for accurately predicting the percolation threshold in spherocylinder-based systems.
连续体模型中基于球柱的系统的渗透阈值综述
本文综合评述和比较分析了用于确定球柱体系中渗透阈值的各种方法,球柱体系是先进复合材料设计中的一个关键参数。我们评估了一系列方法,包括基于排除体积理论(软核和硬核)的分析模型、计算蒙特卡罗模拟和建立的实验技术。一个中心焦点是调和理论模型之间的差异,理论模型通常假设无限宽高比,而实验结果来自有限宽高比的填料。我们的分析表明,虽然传统的分析边界和硬核模型的预测精度有限,但有限尺寸填料的计算软核模拟提供了与实验数据一致的可靠预测。此外,拟合数值结果的经验近似表明,所有纵横比制度都具有很强的一致性。这项工作的主要贡献是一个新的插值公式,它统一了在非常低和非常高的纵横比下观察到的不同渐近行为。该公式与大量的仿真数据具有良好的一致性,是一种高度准确、统一的预测工具。通过澄清现有方法的优缺点,本研究为准确预测基于球柱的系统的渗透阈值提供了可靠的框架。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.20
自引率
9.10%
发文量
852
审稿时长
6.6 months
期刊介绍: Physica A: Statistical Mechanics and its Applications Recognized by the European Physical Society Physica A publishes research in the field of statistical mechanics and its applications. Statistical mechanics sets out to explain the behaviour of macroscopic systems by studying the statistical properties of their microscopic constituents. Applications of the techniques of statistical mechanics are widespread, and include: applications to physical systems such as solids, liquids and gases; applications to chemical and biological systems (colloids, interfaces, complex fluids, polymers and biopolymers, cell physics); and other interdisciplinary applications to for instance biological, economical and sociological systems.
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