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Fractal dimensions of jammed packings with power-law particle size distributions in two and three dimensions

Joseph M. Monti1,*, Ishan Srivastava2, Leonardo E. Silbert3, Jeremy B. Lechman1, and Gary S. Grest1

  • 1Sandia National Laboratories, Albuquerque, New Mexico 87185, USA
  • 2Center for Computational Sciences and Engineering, Lawrence Berkeley National Laboratory, Berkeley, California 94720, USA
  • 3School of Math, Science, and Engineering, Central New Mexico Community College, Albuquerque, New Mexico 87106, USA

  • *Corresponding author: jmmonti@sandia.gov

Phys. Rev. E 108, L042902 – Published 20 October, 2023

DOI: https://doi.org/10.1103/PhysRevE.108.L042902

Abstract

Static structure factors are computed for large-scale, mechanically stable, jammed packings of frictionless spheres (three dimensions) and disks (two dimensions) with broad, power-law size dispersity characterized by the exponent −β. The static structure factor exhibits diverging power-law behavior for small wave numbers, allowing us to identify a structural fractal dimension df. In three dimensions, df≈2.0 for 2.5≤β≤3.8, such that each of the structure factors can be collapsed onto a universal curve. In two dimensions, we instead find 1.0≲df≲1.34 for 2.1≤β≤2.9. Furthermore, we show that the fractal behavior persists when rattler particles are removed, indicating that the long-wavelength structural properties of the packings are controlled by the large particle backbone conferring mechanical rigidity to the system. A numerical scheme for computing structure factors for triclinic unit cells is presented and employed to analyze the jammed packings.

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