Visitation Dynamics of $d$-Dimensional Fractional Brownian Motion

L. Régnier, M. Dolgushev, O. Bénichou
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Abstract

The fractional Brownian motion (fBm) is a paradigmatic strongly non-Markovian process with broad applications in various fields. Despite their importance, the properties of the territory covered by a $d$-dimensional fBm have remained elusive so far. Here, we study the visitation dynamics of the fBm by considering the time $\tau_n$ required to visit a site, defined as a unit cell of a $d$-dimensional lattice, when $n$ sites have been visited. Relying on scaling arguments, we determine all temporal regimes of the probability distribution function of $\tau_n$. These results are confirmed by extensive numerical simulations that employ large-deviation Monte Carlo algorithms. Besides these theoretical aspects, our results account for the tracking data of telomeres in the nucleus of mammalian cells, microspheres in an agorose gel, and vacuoles in the amoeba, which are experimental realizations of fBm.
d$维分数布朗运动的访问动力学
分数布朗运动(fBm)是一种典型的强非马尔可夫过程,在各个领域都有广泛的应用。尽管其重要性不言而喻,但迄今为止,关于 $d$ 维 fBm 所覆盖区域的特性仍是个未知数。在这里,我们通过考虑访问一个站点所需的时间 $\tau_n$来研究 fBm 的访问动力学,该站点被定义为 $d$ 维网格的一个单元单元,当 $n$ 站点被访问时。根据缩放参数,我们确定了 $\tau_n$ 的概率分布函数的所有时间状态。除了这些理论方面,我们的结果还解释了哺乳动物细胞核中的球体、琼脂糖凝胶中的微球和变形虫中的空泡的跟踪数据,这些都是 fBm 的实验实现。
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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