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Propagators and Time-Dependent Diffusion Coefficients for Anomalous Diffusion

机译:异常扩散的传播因子和时变扩散系数

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摘要

Complex diffusive dynamics are often observed when one is investigating the mobility of macromolecules in living cells and other complex environments, yet the underlying physical or chemical causes of anomalous diffusion are often not fully understood and are thus a topic of ongoing research interest. Theoretical models capturing anomalous dynamics are widely used to analyze mobility data from fluorescence correlation spectroscopy and other experimental measurements, yet there is significant confusion regarding these models because published versions are not entirely consistent and in some cases do not appear to satisfy the diffusion equation. Further confusion is introduced through variations in how fitting parameters are reported. A clear definition of fitting parameters and their physical significance is essential for accurate interpretation of experimental data and comparison of results from different studies acquired under varied experimental conditions. This article aims to clarify the physical meaning of the time-dependent diffusion coefficients associated with commonly used fitting models to facilitate their use for investigating the underlying causes of anomalous diffusion. We discuss a propagator for anomalous diffusion that captures the power law dependence of the mean-square displacement and can be shown to rigorously satisfy the extended diffusion equation provided one correctly defines the time-dependent diffusion coefficient. We also clarify explicitly the relation between the time-dependent diffusion coefficient and fitting parameters in fluorescence correlation spectroscopy.
机译:当人们研究大分子在活细胞和其他复杂环境中的迁移率时,通常会观察到复杂的扩散动力学,但是,异常扩散的潜在物理或化学原因通常并未得到充分理解,因此一直是研究热点。捕获异常动力学的理论模型被广泛用于分析来自荧光相关光谱和其他实验测量的迁移率数据,但是由于已发布的版本并不完全一致,并且在某些情况下似乎不满足扩散方程,因此这些模型存在很大的困惑。通过报告拟合参数的方式的变化,进一步引入了混乱。正确定义拟合参数及其物理意义对于准确解释实验数据以及比较在不同实验条件下获得的不同研究的结果至关重要。本文旨在阐明与常用拟合模型相关的随时间变化的扩散系数的物理含义,以方便其用于调查异常扩散的根本原因。我们讨论了一种用于异常扩散的传播器,该传播器捕获了均方位移的幂律相关性,并且可以证明其严格满足扩展扩散方程,只要正确定义了随时间变化的扩散系数即可。我们还明确阐明了荧光相关光谱中随时间变化的扩散系数与拟合参数之间的关系。

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