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Updated: Sep 12, 2025

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Analyzing Mixing Inhomogeneity in a Microfluidic Device by Microscale Schlieren Technique
Published on: June 12, 2015
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Information-Optimal Mixing at Low Reynolds Number
Luca Cocconi1, Yihong Shi1, Andrej Vilfan2
1Max Planck Institute for Dynamics and Self-Organization, 37077 Göttingen, Germany.
Physical Review Letters
|August 4, 2025
Summary
Researchers developed a new method to measure mixing efficiency using mutual information. This approach reveals universal, time-reversal symmetric optimal protocols for mixing in low Reynolds number systems.
Area of Science:
- Physics
- Statistical Mechanics
- Fluid Dynamics
Background:
- Mixing efficiency is crucial in microfluidics and soft matter.
- Low Reynolds number flows are governed by Stokes equation, exhibiting kinematic reversibility.
- Quantifying mixing efficiency often requires assumptions or specific system knowledge.
Purpose of the Study:
- To introduce a universal, assumption-free measure of mixing efficiency.
- To determine optimal control protocols for mixing in planar shear flows.
- To establish the minimum energetic cost of information erasure in nonequilibrium systems.
Main Methods:
- Utilizing mutual information between particle positions before and after mixing.
- Deriving a compact expression for mutual information as a functional of the shearing protocol.
- Solving the extremization problem for optimal control under shear and dissipation constraints.
Main Results:
- Mutual information provides a universal measure of mixing efficiency, accounting for Stokes equation reversibility.
- Optimal mixing protocols are derived and found to be universal and time-reversal symmetric.
- A minimum energetic cost for information erasure in drift-diffusive systems is established.
Conclusions:
- Mutual information is a powerful tool for quantifying mixing in low Reynolds number flows.
- Optimal mixing strategies are inherently time-reversal symmetric and universal.
- This work provides fundamental insights into the thermodynamics of information in nonequilibrium systems.
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