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arXiv 2212.09545cond-mat.softcond-mat.mtrl-scicond-mat.stat-mechphysics.chem-phphysics.comp-ph
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受限环境中的各向异性分子扩散 I:势梯度和密度梯度下小粒子的输运

Anisotropic molecular diffusion in confinement I: Transport of small particles in potential and density gradients

Kevin Höllring, Andreas Baer, Nataša Vučemilović-Alagić, David M. Smith, Ana-Sunčana Smith

AI总结:

本文提出基于局部寿命统计和Smoluchowski方程的模型,解析受限界面垂直方向的各向异性扩散系数,并通过Molecular Dynamics模拟验证,发现扩散率的空间变化与界面结构相关但非仅由密度涨落漂移所致。

摘要:

假设:受限环境中的扩散是一个重要的基础问题,对负载液相的应用具有重大意义。然而,解析平行和垂直于界面的空间依赖扩散系数一直是一个长期存在的难题。在界面附近,由层状结构引起的密度涨落会在局部引发统计漂移,这进一步阻碍了对空间依赖扩散系数的分析。我们假设,可以基于局部寿命统计推导出一个模型,以空间解析垂直于界面的扩散系数,并扩展至利用Smoluchowski方程显式考虑局部漂移的影响,从而解析界面处的各向异性及空间依赖的扩散系数图景。方法与模拟:本文提出了系统切片中局部穿越时间与扩散率之间的解析关系,以及用于计算漂移引起的系统误差的显式项。该方法在体相水的Molecular Dynamics模拟上进行了验证,并应用于狭缝孔中水的模拟。发现:在体相液体上验证后,我们清楚地证明了界面处扩散系数的各向异性特征。扩散率的显著空间变化与界面诱导的结构相关,但不能仅归因于局部密度涨落引起的漂移。

英文摘要:

Hypothesis: Diffusion in confinement is an important fundamental problem with significant implications for applications of supported liquid phases. However, resolving the spatially dependent diffusion coefficient, parallel and perpendicular to interfaces, has been a standing issue. In the vicinity of interfaces, density fluctuations as a consequence of layering locally impose statistical drift, which impedes the analysis of spatially dependent diffusion coefficients even further. We hypothesise, that we can derive a model to spatially resolve interface-perpendicular diffusion coefficients based on local lifetime statistics with an extension to explicitly account for the effect of local drift using the Smoluchowski equation, that allows us to resolve anisotropic and spatially dependent diffusivity landscapes at interfaces. Methods and simulations: An analytic relation between local crossing times in system slices and diffusivity as well as an explicit term for calculating drift-induced systematic errors is presented. The method is validated on Molecular Dynamics simulations of bulk water and applied to simulations of water in slit pores. Findings: After validation on bulk liquids, we clearly demonstrate the anisotropic nature of diffusion coefficients at interfaces. Significant spatial variations in the diffusivities correlate with interface-induced structuring but cannot be solely attributed to the drift induced by local density fluctuations.

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