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arXiv 2401.04865cond-mat.softcond-mat.mes-hall
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显式离子电解质中任意形状可极化胶体动力学模拟的浸入边界方法

Immersed boundary method for dynamic simulation of polarizable colloids of arbitrary shape in explicit ion electrolytes

Emily Krucker-Velasquez, James W. Swan, Zachary Sherman

AI总结:

提出一种GPU加速的谱精度particle-mesh-Ewald浸入边界方法,模拟显式离子电解质中任意形状可极化胶体的极化、受力与动力学。

摘要:

我们开发了一种计算方法,用于在胶体长度尺度上模拟任意形状、可极化物体的静电相互作用,这些物体包括分散在显式离子电解质和非离子溶剂中的胶体/纳米颗粒、聚合物和表面活性剂。我们的方法计算胶体颗粒内部由外部施加电场以及分散体中其他带电物体产生的局部电场共同诱导的非均匀极化电荷分布。由此得到静电能量、力和力矩的表达式,从而能够对电解质中的胶体分散体进行高效的分子动力学和布朗动力学模拟,并可用于准确预测结构和输运性质。我们描述了一种实现,其中胶体颗粒被建模为由小球形珠组成的刚性复合体,这些珠对颗粒表面进行镶嵌。静电计算通过在图形处理器(GPU)上实现的谱精度 particle-mesh-Ewald 技术加速,并进行正则化,使得即使物体重叠,静电计算也具有良好定义。我们通过一系列计算证明了该方法的有效性,包括电场中单个、两个以及球形胶体晶格的诱导偶极矩和力;电场中各向异性颗粒的诱导偶极矩和力矩;带电胶体周围双电层中离子的平衡分布;带电胶体的动力学;以及暴露于电场中的可极化胶体周围双电层内的离子。

英文摘要:

We develop a computational method for modeling electrostatic interactions of arbitrarily-shaped, polarizable objects on colloidal length scales, including colloids/nanoparticles, polymers, and surfactants, dispersed in explicit ion electrolytes and nonionic solvents. Our method computes the nonuniform polarization charge distribution induced in a colloidal particle by both externally applied electric fields and local electric fields arising from other charged objects in the dispersion. This leads to expressions for electrostatic energies, forces, and torques that enable efficient molecular dynamics and Brownian dynamics simulations of colloidal dispersions in electrolytes, which can be harnessed to accurately predict structural and transport properties. We describe an implementation in which colloidal particles are modeled as rigid composites of small spherical beads that tessellate the surface of the particle. The electrostatics calculations are accelerated using a spectrally-accurate particle-mesh-Ewald technique implemented on a graphics processing unit (GPU) and regularized such that the electrostatic calculations are well-defined even for overlapping bodies. We demonstrate the effectiveness of this approach through a series of calculations, including the induced dipole moments and forces for one, two, and lattices of spherical colloids in an electric field; the induced dipole moment and torque for anisotropic particles in an electric field; the equilibrium distribution of ions in the double layer around charged colloids; the dynamics of charged colloids; and ions in the double layer around a polarizable colloid exposed to an electric field.

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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