Porous earth materials exhibit large-scale deformation patterns, such as deformation bands, which emerge from complex small-scale interactions. This paper introduces a cross-diffusion framework designed to capture these multiscale, multiphysics phenomena, inspired by the study of multi-species chemical systems. A microphysics-enriched continuum approach is developed to accurately predict the formation and evolution of these patterns. Utilizing a cellular automata algorithm for discretizing the porous network structure, the proposed framework achieves substantial computational efficiency in simulating the pattern formation process. This study focuses particularly on a dynamic regime termed “cross-diffusion wave,” an instability in porous media where cross-diffusion plays a significant role—a phenomenon experimentally observed in materials like dry snow. The findings demonstrate that external thermodynamic forces can initiate pattern formation in cross-coupled dynamic systems, with the propagation speed of deformation bands primarily governed by cross-diffusion and a specific cross-reaction coefficient. Owing to the universality of thermodynamic force–flux relationships, this study sheds light on a generic framework for pattern formation in cross-coupled multi-constituent reactive systems.
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January 2025
Research Article|
January 22 2025
Cross-diffusion waves by cellular automata modeling: Pattern formation in porous media
Special Collection:
From Sand to Shrimps: In Honor of Professor Jason A. C. Gallas
Zhennan Zhu
;
Zhennan Zhu
(Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing – original draft)
1
Department of Civil Engineering, The University of Hong Kong
, HKSAR 999077, China
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Klaus Regenauer-Lieb
;
Klaus Regenauer-Lieb
(Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing)
2
WASM: Minerals, Energy and Chemical Engineering, Curtin University
, Perth, WA 6151, Australia
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Manman Hu
Manman Hu
a)
(Conceptualization, Funding acquisition, Methodology, Resources, Supervision, Writing – review & editing)
1
Department of Civil Engineering, The University of Hong Kong
, HKSAR 999077, China
a)Author to whom correspondence should be addressed: [email protected]
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a)Author to whom correspondence should be addressed: [email protected]
Chaos 35, 013148 (2025)
Article history
Received:
August 12 2024
Accepted:
December 29 2024
Citation
Zhennan Zhu, Klaus Regenauer-Lieb, Manman Hu; Cross-diffusion waves by cellular automata modeling: Pattern formation in porous media. Chaos 1 January 2025; 35 (1): 013148. https://doi.org/10.1063/5.0233077
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