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Percolation transition in entangled granular networks

2025/08/29 by Seong-Min Kim, Di Wu, Kim, Seongmin +3 · 1 citation
Materials Science · Engineering · #Material Dynamics and Properties #Pickering emulsions and particle stabilization #Granular flow and fluidized beds

paper · pdf · doi:10.48550/arxiv.2509.00216

Abstract

Highly nonconvex granular particles, such as staples and metal shavings, can form solid-like cohesive structures through geometric entanglement (interlocking). The network structure formed by this entanglement, however, remains largely unexplored. Here we utilize network science to investigate the entanglement networks of C-shaped granular particles under vibration through experiments and simulations. By analyzing key network properties, we demonstrate that these networks undergo a percolation transition as the number of links increases logarithmically over time; the entangled particles form a giant cluster when the number of links exceeds a critical threshold. We propose a continuum percolation model of rings that effectively describes the observed transition. Additionally, we find that particle's opening angle significantly affects mechanical bonding and, consequently, the network structure. This work highlights the potential of network-based approaches to study entangled materials, paving the way for advancements in applications ranging from mechanical metamaterials to entangled robot swarms.

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