Exceptionally Dense and Resilient Polydisperse Disk Packings
Pith reviewed 2026-05-24 03:38 UTC · model grok-4.3
The pith
A particle swap algorithm finds polydisperse disk packings that jam at exceptionally high densities and resist shear.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
The values of critical packing fraction at the jamming transition are protocol dependent, and this variability can be systematically traced to structural measures of packing as well as to energy measures inside the jamming regime. A novel generalized simultaneous particle swap algorithm constructs overjammed states of desired energy, which upon decompression lead to predictable critical packing fractions. Thus, for a given set of particle sizes, states with extraordinarily high critical packing fractions can be found efficiently, which sustain substantial shear strain and preserve their special structure over the entire jammed domain.
What carries the argument
The generalized simultaneous particle swap algorithm, which builds overjammed states at chosen energies to control the decompression to high jamming densities.
If this is right
- Exceptionally high critical packing fractions become achievable for any given particle size set.
- These packings sustain substantial shear strain without structural change.
- The special structure is preserved over the entire jammed domain.
- The energy landscape inside the overjammed regime directly determines jamming transition properties.
Where Pith is reading between the lines
- Controlling preparation energy could allow tuning of other mechanical properties in disordered packings.
- Similar swap methods might apply to three-dimensional systems for designing dense granular materials.
- The connection suggests experiments that measure energy in overjammed states to predict jamming behavior.
Load-bearing premise
That overjammed states prepared with specific energies will decompress to packings with predictable and exceptionally high critical packing fractions.
What would settle it
Decompressing the algorithm-generated overjammed states and measuring whether the resulting jamming densities match the predicted high values and whether the packings maintain structure under applied shear.
Figures
read the original abstract
Understanding the way disordered particle packings transition between jammed (rigid) and unjammed (fluid) states is of both great practical importance and strong fundamental interest. The values of critical packing fraction (and other state variables) at the jamming transition are protocol dependent. Here, we demonstrate that this variability can be systematically traced to structural measures of packing, as well as to energy measures inside the jamming regime. A novel generalized simultaneous particle swap algorithm constructs overjammed states of desired energy, which upon decompression lead to predictable critical packing fractions. Thus, for a given set of particle sizes, states with extraordinarily high critical packing fractions can be found efficiently, which sustain substantial shear strain and preserve their special structure over the entire jammed domain. The close relation revealed here between the energy landscape of overjammed soft-particle packings and the behavior near the jamming transition points towards new ways of understanding and constructing disordered materials with exceptional properties.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper introduces a generalized simultaneous particle swap algorithm that prepares overjammed states of polydisperse soft disks with controlled energy. Upon decompression these states reach jamming transitions at critical packing fractions phi_c that are directly predictable from the overjammed energy. The resulting jammed packings exhibit exceptionally high densities, sustain large shear strains, and preserve their structural features throughout the jammed regime, thereby linking the overjammed energy landscape to jamming properties for fixed size distributions.
Significance. If the reported energy-phi_c correlation and shear-resilience results hold, the work supplies a practical protocol for engineering disordered packings with tailored high density and mechanical stability. The numerical evidence of systematic correlations, shear-strain tests, and structure preservation across the jammed domain is internally consistent and does not rely on hidden ergodicity or uniqueness assumptions. This advances both the fundamental understanding of protocol dependence at jamming and the construction of materials with exceptional packing properties.
minor comments (3)
- [§3.1] §3.1: The generalization of the simultaneous swap move is described in text only; a short pseudocode block or explicit acceptance criterion would remove ambiguity about how the target energy is enforced during the swap.
- [Figure 4] Figure 4: The shear-strain curves for different initial energies overlap in the legend; direct annotation on the plot or a clearer color scale would improve readability of the resilience claim.
- [§4.3] §4.3: The statement that structure is 'preserved over the entire jammed domain' would be strengthened by a quantitative metric (e.g., overlap or coordination-number variance) rather than qualitative visual comparison alone.
Simulated Author's Rebuttal
We thank the referee for their careful reading and positive evaluation of our work. The summary accurately captures the main contributions regarding the generalized swap algorithm, the energy-controlled overjammed states, and the resulting high-density jammed packings with enhanced shear resilience. We are pleased that the internal consistency of the numerical evidence was noted. Since the report recommends minor revision but lists no specific major comments requiring changes, we address the overall feedback below.
Circularity Check
No significant circularity; derivation is self-contained numerical construction
full rationale
The paper introduces a generalized simultaneous swap algorithm to prepare overjammed soft-particle states at chosen energies, then decompresses them to reach jamming. The reported correlations between input energy and output critical packing fraction, plus shear stability and structure preservation, are direct numerical outcomes of this protocol. No equations or steps reduce a claimed prediction to a fitted parameter by construction, no load-bearing self-citation chain justifies uniqueness, and no ansatz is smuggled via prior work. The central claim rests on explicit simulation evidence rather than a closed mathematical loop, making the derivation self-contained against external benchmarks.
Axiom & Free-Parameter Ledger
free parameters (1)
- desired energy of overjammed state
axioms (1)
- domain assumption Jamming transition properties are protocol-dependent and can be traced to structural and energy measures
Reference graph
Works this paper leans on
-
[1]
Corey S. O’Hern, Leonardo E. Silbert, Andrea J. Liu, and Sidney R. Nagel. Jamming at zero temperature and zero applied stress: The epitome of disorder. Phys. Rev. E, 68:011306, Jul 2003
work page 2003
-
[2]
Jamming of soft particles: geometry, me- chanics, scaling and isostaticity.J
M van Hecke. Jamming of soft particles: geometry, me- chanics, scaling and isostaticity.J. Phys.: Condens. Mat- ter, 22(3):033101, dec 2009
work page 2009
-
[3]
The physics of jamming for granular materials: a review
Robert P Behringer and Bulbul Chakraborty. The physics of jamming for granular materials: a review. Re- ports on Progress in Physics , 82(1):012601, nov 2018
work page 2018
-
[4]
Wouter G. Ellenbroek, Varda F. Hagh, Avishek Kumar, M. F. Thorpe, and Martin van Hecke. Rigidity loss in disordered systems: Three scenarios. Phys. Rev. Lett. , 114:135501, Apr 2015
work page 2015
-
[5]
Ellenbroek, Ell´ ak Somfai, Martin van Hecke, and Wim van Saarloos
Wouter G. Ellenbroek, Ell´ ak Somfai, Martin van Hecke, and Wim van Saarloos. Critical scaling in linear response of frictionless granular packings near jamming. Phys. Rev. Lett., 97:258001, Dec 2006
work page 2006
-
[6]
Andrea J. Liu and Sidney R. Nagel. The jamming tran- sition and the marginally jammed solid. Annual Review of Condensed Matter Physics , 1(1):347–369, 2010
work page 2010
-
[7]
Peter Olsson and S. Teitel. Critical scaling of shear viscosity at the jamming transition. Phys. Rev. Lett. , 99:178001, Oct 2007
work page 2007
-
[8]
James D. Sartor, Sean A. Ridout, and Eric I. Cor- win. Mean-field predictions of scaling prefactors match low-dimensional jammed packings. Phys. Rev. Lett. , 126:048001, Jan 2021
work page 2021
-
[9]
Pinaki Chaudhuri, Ludovic Berthier, and Srikanth Sas- try. Jamming transitions in amorphous packings of fric- tionless spheres occur over a continuous range of volume fractions. Phys. Rev. Lett., 104:165701, Apr 2010
work page 2010
-
[10]
Disordered strictly jammed binary sphere packings attain an anomalously large range of densities
Adam B Hopkins, Frank H Stillinger, and Salvatore Torquato. Disordered strictly jammed binary sphere packings attain an anomalously large range of densities. Physical Review E, 88(2):022205, 2013
work page 2013
-
[11]
Tuning jammed frictionless disk packings from isostatic to hyperstatic
Carl F Schreck, Corey S O’Hern, and Leonardo E Silbert. Tuning jammed frictionless disk packings from isostatic to hyperstatic. Physical Review E, 84(1):011305, 2011
work page 2011
-
[12]
Exploring the jamming transition over a wide range of critical densities
Misaki Ozawa, Ludovic Berthier, and Daniele Coslovich. Exploring the jamming transition over a wide range of critical densities. SciPost Phys., 3:027, 2017
work page 2017
-
[13]
A geometric probabilistic approach to random packing of hard disks in a plane
HJH Brouwers. A geometric probabilistic approach to random packing of hard disks in a plane. Soft Matter , 19(43):8465–8471, 2023
work page 2023
-
[14]
Covering the plane by convex discs
G Fejes T´ oth. Covering the plane by convex discs. Acta Mathematica Academiae Scientiarum Hungarica, 23:263– 270, 1972
work page 1972
-
[15]
Some densest two-size disc packings in the plane
Alad´ ar Heppes. Some densest two-size disc packings in the plane. Discrete & Computational Geometry , 30(2):241–262, 2003
work page 2003
-
[16]
Stillinger, and Salvatore Torquato
Steven Atkinson, Frank H. Stillinger, and Salvatore Torquato. Existence of isostatic, maximally random jammed monodisperse hard-disk packings. Proceedings of the National Academy of Sciences , 111(52):18436–18441, 2014
work page 2014
-
[17]
Geometric properties of random disk packings
Boris D Lubachevsky and Frank H Stillinger. Geometric properties of random disk packings. Journal of statistical Physics, 60:561–583, 1990
work page 1990
-
[18]
Ning Xu, Jerzy Blawzdziewicz, and Corey S. O’Hern. Random close packing revisited: Ways to pack friction- less disks. Phys. Rev. E , 71:061306, Jun 2005
work page 2005
-
[19]
Kenneth W. Desmond and Eric R. Weeks. Random close packing of disks and spheres in confined geometries. Phys. Rev. E , 80:051305, Nov 2009
work page 2009
-
[20]
Frank H. Stillinger and Thomas A. Weber. Packing structures and transitions in liquids and solids. Science, 225(4666):983–989, 1984
work page 1984
-
[21]
Pablo G. Debenedetti and Frank H. Stillinger. Su- percooled liquids and the glass transition. Nature, 410(6825):259–267, Mar 2001
work page 2001
-
[22]
Structural mea- sures as guides to ultrastable states in overjammed pack- ings
Sangwoo Kim and Sascha Hilgenfeldt. Structural mea- sures as guides to ultrastable states in overjammed pack- ings. Phys. Rev. Lett., 129:168001, Oct 2022
work page 2022
-
[23]
Structural relaxation made simple
Erik Bitzek, Pekka Koskinen, Franz G¨ ahler, Michael Moseler, and Peter Gumbsch. Structural relaxation made simple. Phys. Rev. Lett., 97:170201, Oct 2006
work page 2006
-
[24]
A. Okabe, B.N. Boots, K. Sugihara, and D.G. Kendall. Spatial Tessellations: Concepts and Applications of Voronoi Diagrams. WILEY SERIES in PROBABIL- ITY and STATISTICS: APPLIED PROBABILITY and STATIST ICS SECTION Series. Wiley & Sons, 1992
work page 1992
-
[25]
Transient learning de- grees of freedom for introducing function in materi- als
Varda F Hagh, Sidney R Nagel, Andrea J Liu, M Lisa Manning, and Eric I Corwin. Transient learning de- grees of freedom for introducing function in materi- als. Proceedings of the National Academy of Sciences , 119(19):e2117622119, 2022
work page 2022
-
[26]
Tom´ as S. Grigera and Giorgio Parisi. Fast monte carlo algorithm for supercooled soft spheres. Phys. Rev. E , 63:045102, Mar 2001
work page 2001
-
[27]
Models and algorithms for the next gener- ation of glass transition studies
Andrea Ninarello, Ludovic Berthier, and Daniele Coslovich. Models and algorithms for the next gener- ation of glass transition studies. Phys. Rev. X, 7:021039, Jun 2017
work page 2017
-
[28]
Carolina Brito, Edan Lerner, and Matthieu Wyart. The- ory for swap acceleration near the glass and jamming transitions for continuously polydisperse particles. Phys. Rev. X, 8:031050, Aug 2018
work page 2018
-
[29]
F. Bolton and D. Weaire. Rigidity loss transition in a disordered 2d froth. Phys. Rev. Lett., 65:3449–3451, Dec 1990
work page 1990
-
[30]
Space-filling properties of polydisperse granular media
Charles Voivret, Farhang Radjai, J-Y Delenne, and Moulay Saıd El Youssoufi. Space-filling properties of polydisperse granular media. Physical Review E , 76(2):021301, 2007
work page 2007
-
[31]
Rearrangements during slow compression of a jammed two-dimensional emulsion
Xin Du and Eric R Weeks. Rearrangements during slow compression of a jammed two-dimensional emulsion. arXiv preprint arXiv:2302.05799 , 2023
-
[32]
Behringer, Bulbul Chakraborty, Corey S
Thibault Bertrand, Robert P. Behringer, Bulbul Chakraborty, Corey S. O’Hern, and Mark D. Shattuck. Protocol dependence of the jamming transition. Phys. Rev. E, 93:012901, Jan 2016
work page 2016
-
[33]
Principles of condensed matter physics , volume 10
Paul M Chaikin, Tom C Lubensky, and Thomas A Wit- ten. Principles of condensed matter physics , volume 10. Cambridge university press Cambridge, 1995
work page 1995
-
[34]
Hexagonal packing of drosophila wing epithelial cells by the planar cell polarity pathway
Anne-Kathrin Classen, Kurt I Anderson, Eric Marois, and Suzanne Eaton. Hexagonal packing of drosophila wing epithelial cells by the planar cell polarity pathway. Developmental cell, 9(6):805–817, 2005
work page 2005
-
[35]
Universal features of metastable state energies in cellular matter
Sangwoo Kim, Yiliang Wang, and Sascha Hilgenfeldt. Universal features of metastable state energies in cellular matter. Phys. Rev. Lett., 120:248001, Jun 2018. 7
work page 2018
-
[36]
Hua Tong and Hajime Tanaka. Revealing hidden struc- tural order controlling both fast and slow glassy dynam- ics in supercooled liquids. Phys. Rev. X , 8:011041, Mar 2018
work page 2018
-
[37]
Revealing key structural features hidden in liquids and glasses
Hajime Tanaka, Hua Tong, Rui Shi, and John Russo. Revealing key structural features hidden in liquids and glasses. Nature Reviews Physics , 1(5):333–348, May 2019
work page 2019
-
[38]
Effect of particle size distribution on polydisperse hard disks
Pablo Sampedro Ruiz and Ran Ni. Effect of particle size distribution on polydisperse hard disks. The Journal of Chemical Physics, 153(17), 2020
work page 2020
-
[39]
Francesco Arceri, Eric I. Corwin, and Varda F. Hagh. Marginal stability in memory training of jammed solids. Phys. Rev. E , 104:044907, Oct 2021
work page 2021
-
[40]
Stephen F. Swallen, Kenneth L. Kearns, Marie K. Mapes, Yong Seol Kim, Robert J. McMahon, M. D. Ediger, Tian Wu, Lian Yu, and Sushil Satija. Organic glasses with ex- ceptional thermodynamic and kinetic stability. Science, 315(5810):353–356, 2007
work page 2007
-
[41]
Yunlong Guo, Anatoli Morozov, Dirk Schneider, Jae Woo Chung, Chuan Zhang, Maike Waldmann, Nan Yao, George Fytas, Craig B. Arnold, and Rodney D. Priest- ley. Ultrastable nanostructured polymer glasses. Nature Materials, 11(4):337–343, Apr 2012
work page 2012
-
[42]
Sadanand Singh, M. D. Ediger, and Juan J. de Pablo. Ul- trastable glasses from in silico vapour deposition. Nature Materials, 12(2):139–144, Feb 2013
work page 2013
-
[43]
Random critical point separates brittle and ductile yielding transitions in amorphous ma- terials
Misaki Ozawa, Ludovic Berthier, Giulio Biroli, Alberto Rosso, and Gilles Tarjus. Random critical point separates brittle and ductile yielding transitions in amorphous ma- terials. Proceedings of the National Academy of Sciences, 115(26):6656–6661, 2018
work page 2018
-
[44]
Glass stability changes the nature of yielding under oscillatory shear
Wei-Ting Yeh, Misaki Ozawa, Kunimasa Miyazaki, Takeshi Kawasaki, and Ludovic Berthier. Glass stability changes the nature of yielding under oscillatory shear. Phys. Rev. Lett., 124:225502, Jun 2020
work page 2020
-
[45]
Taiki Yanagishima, John Russo, Roel P. A. Dullens, and Hajime Tanaka. Towards glasses with permanent stabil- ity. Phys. Rev. Lett., 127:215501, Nov 2021
work page 2021
-
[46]
Irreversible monte carlo algorithms for hard disk glasses: from event-chain to collective swaps
Federico Ghimenti, Ludovic Berthier, and Fr´ ed´ eric van Wijland. Irreversible monte carlo algorithms for hard disk glasses: from event-chain to collective swaps. arXiv preprint arXiv:2402.06585, 2024
-
[47]
C Patrick Royall, Francesco Turci, Soichi Tatsumi, John Russo, and Joshua Robinson. The race to the bottom: approaching the ideal glass? Journal of Physics: Con- densed Matter, 30(36):363001, 2018
work page 2018
-
[48]
Exceptionally Dense and Resilient Polydisperse Disk Packings
Carmine Anzivino, Mathias Casiulis, Tom Zhang, Am- gad Salah Moussa, Stefano Martiniani, and Alessio Zac- cone. Estimating random close packing in polydisperse and bidisperse hard spheres via an equilibrium model of crowding. The Journal of Chemical Physics , 158(4), 2023. Supplementary Information to Exceptionally Dense and Resilient Polydisperse Disk Pa...
work page internal anchor Pith review Pith/arXiv arXiv 2023
discussion (0)
Sign in with ORCID, Apple, or X to comment. Anyone can read and Pith papers without signing in.