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Mutual information as a measure of mixing efficiency in viscous fluids

MPS-Authors
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Shi,  Yihong       
Department of Living Matter Physics, Max Planck Institute for Dynamics and Self-Organization, Max Planck Society;

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Golestanian,  Ramin       
Department of Living Matter Physics, Max Planck Institute for Dynamics and Self-Organization, Max Planck Society;

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Vilfan,  Andrej       
Department of Living Matter Physics, Max Planck Institute for Dynamics and Self-Organization, Max Planck Society;

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フルテキスト (公開)

PhysRevResearch.6.L022050.pdf
(出版社版), 724KB

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引用

Shi, Y., Golestanian, R., & Vilfan, A. (2024). Mutual information as a measure of mixing efficiency in viscous fluids. Physical Review Research, 6(2):. doi:10.1103/PhysRevResearch.6.L022050.


引用: https://hdl.handle.net/21.11116/0000-000F-75D2-0
要旨
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 nonuniform 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.