Saintillan David
Department of Mechanical and Aerospace Engineering, University of California San Diego, 9500 Gilman Drive, La Jolla, California 92093, USA.
Phys Rev E. 2023 Dec;108(6-1):064608. doi: 10.1103/PhysRevE.108.064608.
Understanding the transport properties of microorganisms and self-propelled particles in porous media has important implications for human health as well as microbial ecology. In free space, most microswimmers perform diffusive random walks as a result of the interplay of self-propulsion and orientation decorrelation mechanisms such as run-and-tumble dynamics or rotational diffusion. In an unstructured porous medium, collisions with the microstructure result in a decrease in the effective spatial diffusivity of the particles from its free-space value. Here, we analyze this problem for a simple model system consisting of noninteracting point particles performing run-and-tumble dynamics through a two-dimensional disordered medium composed of a random distribution of circular obstacles, in the absence of Brownian diffusion or hydrodynamic interactions. The particles are assumed to collide with the obstacles as hard spheres and subsequently slide on the obstacle surface with no frictional resistance while maintaining their orientation, until they either escape or tumble. We show that the variations in the long-time diffusivity can be described by a universal dimensionless hindrance function f(ϕ,Pe) of the obstacle area fraction ϕ and Péclet number Pe, or ratio of the swimmer run length to the obstacle size. We analytically derive an asymptotic expression for the hindrance function valid for dilute media (Peϕ≪1), and its extension to denser media is obtained using stochastic simulations. As we explain, the model is also easily generalized to describe dispersion in three dimensions.
了解微生物和自驱动粒子在多孔介质中的传输特性对人类健康以及微生物生态学具有重要意义。在自由空间中,由于自推进与诸如“游动-翻滚”动力学或旋转扩散等取向去相关机制的相互作用,大多数微生物游动者进行扩散随机游走。在非结构化多孔介质中,与微观结构的碰撞导致粒子的有效空间扩散率从其自由空间值下降。在此,我们针对一个简单模型系统分析此问题,该系统由非相互作用的点粒子组成,这些粒子在由随机分布的圆形障碍物构成的二维无序介质中进行“游动-翻滚”动力学,且不存在布朗扩散或流体动力相互作用。假设粒子与障碍物像硬球一样碰撞,随后在障碍物表面滑动且无摩擦阻力,同时保持其取向,直到它们逃逸或翻滚。我们表明,长时间扩散率的变化可以用障碍物面积分数ϕ和佩克莱数Pe(即游动者游动长度与障碍物尺寸之比)的通用无量纲阻碍函数f(ϕ,Pe)来描述。我们解析推导了适用于稀介质(Peϕ≪1)的阻碍函数的渐近表达式,并通过随机模拟得到了其向更稠密介质的扩展。正如我们所解释的,该模型也很容易推广以描述三维中的扩散。