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作为连续时间随机游走的平均场模型的尺度布朗运动。

Scaled Brownian motion as a mean-field model for continuous-time random walks.

作者信息

Thiel Felix, Sokolov Igor M

机构信息

Institut für Physik, Humboldt-Universität zu Berlin, Newtonstrasse 15, D-12489 Berlin, Germany.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2014 Jan;89(1):012115. doi: 10.1103/PhysRevE.89.012115. Epub 2014 Jan 13.

Abstract

We consider scaled Brownian motion (sBm), a random process described by a diffusion equation with explicitly time-dependent diffusion coefficient D(t)=αD0tα-1 (Batchelor's equation) which, for α<1, is often used for fitting experimental data for subdiffusion of unclear genesis. We show that this process is a close relative of subdiffusive continuous-time random walks and describes the motion of the rescaled mean position of a cloud of independent walkers. It shares with subdiffusive continuous-time random walks its nonstationary and nonergodic properties. The nonergodicity of sBm does not however go hand in hand with strong difference between its different realizations: its heterogeneity ("ergodicity breaking") parameter tends to zero for long trajectories.

摘要

我们考虑尺度布朗运动(sBm),它是一种由扩散方程描述的随机过程,其扩散系数明确依赖于时间,即(D(t)=\alpha D_0t^{\alpha - 1})(巴彻勒方程)。对于(\alpha < 1)的情况,该方程常用于拟合来源不明的亚扩散实验数据。我们表明,这个过程是亚扩散连续时间随机游走的近亲,并且描述了一群独立游走者的重标平均位置的运动。它与亚扩散连续时间随机游走具有非平稳和非遍历的性质。然而,sBm的非遍历性与其不同实现之间的强烈差异并不相关:对于长轨迹,其异质性(“遍历性破坏”)参数趋于零。

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