Flow through porous media at the percolation transition

We study low-Reynolds-number fluid flow through a two-dimensional porous medium modeled as a Lorentz gas. Using extensive finite-element simulations we fully resolve the flow fields for packing fractions approaching the percolation threshold. Near the percolation transition, we find a power-law scaling of the flow rate versus the packing fraction with an exponent of <a:math xmlns:a="http://www.w3.org/1998/Math/MathML"><a:mrow><a:mo>≈</a:mo><a:mn>5</a:mn><a:mo>/</a:mo><a:mn>2</a:mn></a:mrow></a:math>, which was predicted earlier by mapping the macroscopic flow to a discrete flow network [B. I. Halperin , ]. Importantly, we observe a rounding of the scaling behavior at small system sizes, which can be rationalized via a finite-size scaling ansatz. Finally, we show that the distribution of the kinetic energy exhibits a power-law scaling over several decades at small energies, originating from collections of self-similar, viscous eddies in the dead-end channels. Our results lay the foundation for unraveling critical behavior of complex fluids omnipresent in biological and geophysical systems.

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Publication Details

Journal
Physical Review Research
Published
2025-02-12
DOI
https://doi.org/10.1103/physrevresearch.7.l012032
Citations
2
Primary Topic
Lattice Boltzmann Simulation Studies
Type
article
Field-Weighted Citation Impact
2.67

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article

Flow through porous media at the percolation transition

Axel Voigt, Suvendu Mandal, Mirko Residori, Christina Kurzthaler
2 citations
Physical Review Research
Lattice Boltzmann Simulation Studies
2.67
article

Flow through porous media at the percolation transition

Axel Voigt, Suvendu Mandal, Mirko Residori, Christina Kurzthaler
article en
2 citations

Abstract

We study low-Reynolds-number fluid flow through a two-dimensional porous medium modeled as a Lorentz gas. Using extensive finite-element simulations we fully resolve the flow fields for packing fractions approaching the percolation threshold. Near the percolation transition, we find a power-law scaling of the flow rate versus the packing fraction with an exponent of <a:math xmlns:a="http://www.w3.org/1998/Math/MathML"><a:mrow><a:mo>≈</a:mo><a:mn>5</a:mn><a:mo>/</a:mo><a:mn>2</a:mn></a:mrow></a:math>, which was predicted earlier by mapping the macroscopic flow to a discrete flow network [B. I. Halperin , ]. Importantly, we observe a rounding of the scaling behavior at small system sizes, which can be rationalized via a finite-size scaling ansatz. Finally, we show that the distribution of the kinetic energy exhibits a power-law scaling over several decades at small energies, originating from collections of self-similar, viscous eddies in the dead-end channels. Our results lay the foundation for unraveling critical behavior of complex fluids omnipresent in biological and geophysical systems.

Physical Review ResearchVol. 7(1)
Technische Universität Darmstadt (DE), Max Planck Institute for the Physics of Complex Systems (DE), Center for Systems Biology Dresden (DE), Technische Universität Dresden (DE)
Zentrum für Informationsdienste und Hochleistungsrechnen, Technische Universität Dresden
Openalex Percentile: Top 14%
Lattice Boltzmann Simulation Studies
2.67
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