TY - JOUR
T1 - A Geometric-Structure Theory for Maximally Random Jammed Packings
AU - Tian, Jianxiang
AU - Xu, Yaopengxiao
AU - Jiao, Yang
AU - Torquato, Salvatore
N1 - Funding Information:
J.T. gratefully acknowledges the support of Grant NSFC No. 11274200 and NSFSD No. ZR2011AM017. Y.J. thanks Arizona State University for his start-up fund. S.T. was supported in part by the National Science Foundation under Grants No. DMR-0820341 and No. DMS-1211087.
Publisher Copyright:
© 2015, Nature Publishing Group. All rights reserved.
PY - 2015/11/16
Y1 - 2015/11/16
N2 - Maximally random jammed (MRJ) particle packings can be viewed as prototypical glasses in that they are maximally disordered while simultaneously being mechanically rigid. The prediction of the MRJ packing density φMRJ, among other packing properties of frictionless particles, still poses many theoretical challenges, even for congruent spheres or disks. Using the geometric-structure approach, we derive for the first time a highly accurate formula for MRJ densities for a very wide class of two-dimensional frictionless packings, namely, binary convex superdisks, with shapes that continuously interpolate between circles and squares. By incorporating specific attributes of MRJ states and a novel organizing principle, our formula yields predictions of φMRJ that are in excellent agreement with corresponding computer-simulation estimates in almost the entire α-x plane with semi-axis ratio α and small-particle relative number concentration x. Importantly, in the monodisperse circle limit, the predicted φMRJ = 0.834 agrees very well with the very recently numerically discovered MRJ density of 0.827, which distinguishes it from high-density "random-close packing" polycrystalline states and hence provides a stringent test on the theory. Similarly, for non-circular monodisperse superdisks, we predict MRJ states with densities that are appreciably smaller than is conventionally thought to be achievable by standard packing protocols.
AB - Maximally random jammed (MRJ) particle packings can be viewed as prototypical glasses in that they are maximally disordered while simultaneously being mechanically rigid. The prediction of the MRJ packing density φMRJ, among other packing properties of frictionless particles, still poses many theoretical challenges, even for congruent spheres or disks. Using the geometric-structure approach, we derive for the first time a highly accurate formula for MRJ densities for a very wide class of two-dimensional frictionless packings, namely, binary convex superdisks, with shapes that continuously interpolate between circles and squares. By incorporating specific attributes of MRJ states and a novel organizing principle, our formula yields predictions of φMRJ that are in excellent agreement with corresponding computer-simulation estimates in almost the entire α-x plane with semi-axis ratio α and small-particle relative number concentration x. Importantly, in the monodisperse circle limit, the predicted φMRJ = 0.834 agrees very well with the very recently numerically discovered MRJ density of 0.827, which distinguishes it from high-density "random-close packing" polycrystalline states and hence provides a stringent test on the theory. Similarly, for non-circular monodisperse superdisks, we predict MRJ states with densities that are appreciably smaller than is conventionally thought to be achievable by standard packing protocols.
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U2 - 10.1038/srep16722
DO - 10.1038/srep16722
M3 - Article
C2 - 26568437
AN - SCOPUS:84947239619
SN - 2045-2322
VL - 5
JO - Scientific reports
JF - Scientific reports
M1 - 16722
ER -