Mutual information as a measure of mixing efficiency in viscous fluids
Fluid Dynamics
2024-06-04 v1 Statistical Mechanics
Data Analysis, Statistics and Probability
Abstract
Because of the kinematic reversibility of the Stokes equation, fluid mixing at the microscale requires an interplay between advection and diffusion. Here we introduce mutual information between particle positions before and after mixing as a measure of mixing efficiency. We demonstrate its application in a Couette flow in an annulus and show that non-uniform rotation sequences can lead to more efficient mixing. We also determine mutual information from Brownian dynamics simulations using data compression algorithms. Our results show that mutual information provides a universal and assumption-free measure of mixing efficiency in microscale flows.
Keywords
Cite
@article{arxiv.2311.09840,
title = {Mutual information as a measure of mixing efficiency in viscous fluids},
author = {Yihong Shi and Ramin Golestanian and Andrej Vilfan},
journal= {arXiv preprint arXiv:2311.09840},
year = {2024}
}
Comments
8 pages, 7 figures