Parking spheres stochastically to model realistic granular packings

The packing geometry of granular solids and other amorphous materials is important to understand their macroscopic behaviors. However, their particle-scale assembly mechanism and the underlying statistical mechanical laws remain unclear. In this work, we develop a model to generate the local packing structures of granular spheres by parking them sequentially and stochastically, and connect the fluctuating structures to the thermodynamic equations of state. The influences of entropy, friction, and mechanical action on local configurations are decomposed with the aid of an effective interparticle interaction, a parking sequence of neighboring particles, and an external potential. Quasiuniversal laws of granular sphere packings observed in previous experiments are replicated by our model and their empirical dependences on particle friction and packing protocol are rationalized. This model provides a general statistical mechanical approach to understanding the nonequilibrium assembly mechanism of amorphous particle packing systems.

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Publication Details

Journal
Physical review. E
Published
2025-02-10
DOI
https://doi.org/10.1103/physreve.111.025406
Primary Topic
Material Dynamics and Properties
Type
article
Field-Weighted Citation Impact
0.00

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article

Parking spheres stochastically to model realistic granular packings

Chengjie Xia, Bingwen Hu, Yujie Wang, Yang Yang et al.
Physical review. E
Material Dynamics and Properties
article

Parking spheres stochastically to model realistic granular packings

Chengjie Xia, Bingwen Hu, Yujie Wang, Yang Yang, Jing Yang, Yuwen Sun
article en

Abstract

The packing geometry of granular solids and other amorphous materials is important to understand their macroscopic behaviors. However, their particle-scale assembly mechanism and the underlying statistical mechanical laws remain unclear. In this work, we develop a model to generate the local packing structures of granular spheres by parking them sequentially and stochastically, and connect the fluctuating structures to the thermodynamic equations of state. The influences of entropy, friction, and mechanical action on local configurations are decomposed with the aid of an effective interparticle interaction, a parking sequence of neighboring particles, and an external potential. Quasiuniversal laws of granular sphere packings observed in previous experiments are replicated by our model and their empirical dependences on particle friction and packing protocol are rationalized. This model provides a general statistical mechanical approach to understanding the nonequilibrium assembly mechanism of amorphous particle packing systems.

Physical review. EVol. 111(2)
Shanghai Jiao Tong University (CN), Chengdu University of Technology (CN), East China Normal University (CN)
National Natural Science Foundation of China
Sustainable cities and communities
Openalex Percentile: Top 98%
Material Dynamics and Properties
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Parking spheres stochastically to model realistic granular packings — Chengjie Xia, Bingwen Hu, et al. · Physical review. E (2025) | TGRS Research Map | TGRS