Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Letter
  • Published:

Dense packings of the Platonic and Archimedean solids

A Corrigendum to this article was published on 25 February 2010

An Erratum to this article was published on 08 October 2009

Abstract

Dense particle packings have served as useful models of the structures of liquid, glassy and crystalline states of matter1,2,3,4, granular media3,5, heterogeneous materials3 and biological systems6,7,8. Probing the symmetries and other mathematical properties of the densest packings is a problem of interest in discrete geometry and number theory9,10,11. Previous work has focused mainly on spherical particles—very little is known about dense polyhedral packings. Here we formulate the generation of dense packings of polyhedra as an optimization problem, using an adaptive fundamental cell subject to periodic boundary conditions (we term this the ‘adaptive shrinking cell’ scheme). Using a variety of multi-particle initial configurations, we find the densest known packings of the four non-tiling Platonic solids (the tetrahedron, octahedron, dodecahedron and icosahedron) in three-dimensional Euclidean space. The densities are 0.782…, 0.947…, 0.904... and 0.836..., respectively. Unlike the densest tetrahedral packing, which must not be a Bravais lattice packing, the densest packings of the other non-tiling Platonic solids that we obtain are their previously known optimal (Bravais) lattice packings. Combining our simulation results with derived rigorous upper bounds and theoretical arguments leads us to the conjecture that the densest packings of the Platonic and Archimedean solids with central symmetry are given by their corresponding densest lattice packings. This is the analogue of Kepler’s sphere conjecture for these solids.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Figure 1: The five Platonic solids and the 13 Archimedean solids.
Figure 2: Sequential changes of a four-particle packing configuration according to the design variables in the ASC algorithm.
Figure 3: Portions of the densest packing of tetrahedra obtained from our simulations, and the optimal lattice packings of the icosahedra, dodecahedra and octahedra to which our simulations converge.
Figure 4: Comparison of the densest known lattice packings (blue circles) of the Platonic and Archimedean solids 16,17,18 to the corresponding upper bounds (red squares) obtained from bound (3).

Similar content being viewed by others

References

  1. Bernal, J. D. in Liquids: Structure, Properties, Solid Interactions (eds Hughel, T. J.) 25–50 (Elsevier, 1965)

    Google Scholar 

  2. Zallen, R. The Physics of Amorphous Solids (Wiley, 1983)

    Book  Google Scholar 

  3. Torquato, S. Random Heterogeneous Materials: Microstructure and Macroscopic Properties (Springer, 2002)

    Book  Google Scholar 

  4. Chaikin, P. M. & Lubensky, T. C. Principles of Condensed Matter Physics (Cambridge Univ. Press, 2000)

    Google Scholar 

  5. Edwards, S. F. in Granular Matter (eds Mehta, A.) 121–140 (Springer, 1994)

    Book  Google Scholar 

  6. Liang, J. & Dill, K. A. Are proteins well-packed? Biophys. J. 81, 751–766 (2001)

    Article  CAS  ADS  Google Scholar 

  7. Purohit, P. K., Kondev, J. & Phillips, R. Mechanics of DNA packaging in viruses. Proc. Natl Acad. Sci. USA 100, 3173–3178 (2003)

    Article  CAS  ADS  Google Scholar 

  8. Gevertz, J. L. & Torquato, S. A novel three-phase model of brain tissue microstructure. PLOS Comput. Biol. 4, e1000152 (2008)

    Article  ADS  MathSciNet  Google Scholar 

  9. Conway, J. H. & Sloane, N. J. A. Sphere Packings, Lattices and Groups (Springer, 1998)

    Google Scholar 

  10. Hales, T. C. A proof of the Kepler conjecture. Ann. Math. 162, 1065–1185 (2005)

    Article  MathSciNet  Google Scholar 

  11. Cohn, H. & Elkies, N. New upper bounds on sphere packings. I. Ann. Math. 157, 689–714 (2003)

    Article  MathSciNet  Google Scholar 

  12. Donev, A., Stillinger, F. H., Chaikin, P. M. & Torquato, S. Unusually dense crystal ellipsoid packings. Phys. Rev. Lett. 92, 255506 (2004)

    Article  ADS  Google Scholar 

  13. Conway, J. H. & Torquato, S. Packing, tiling and covering with tetrahedra. Proc. Natl Acad. Sci. USA 103, 10612–10617 (2006)

    Article  CAS  ADS  MathSciNet  Google Scholar 

  14. Chen, E. R. A dense packing of regular tetrahedra. Discrete Comput. Geom. 40, 214–240 (2008)

    Article  MathSciNet  Google Scholar 

  15. Jiao, Y., Stillinger, F. H. & Torquato, S. Optimal packings of superballs. Phys. Rev. E 79, 041309 (2009)

    Article  CAS  ADS  MathSciNet  Google Scholar 

  16. Hoylman, D. J. The densest lattice packing of tetrahedra. Bull. Am. Math. Soc. 76, 135–137 (1970)

    Article  MathSciNet  Google Scholar 

  17. Betke, U. & Henk, M. Densest lattice packings of 3-polytopes. Comput. Geom. 16, 157–186 (2000)

    Article  MathSciNet  Google Scholar 

  18. Minkowski, H. Dichteste gitterförmige Lagerung kongruenter Körper. Nachr. Akad. Wiss. Göttingen Math. Phys. KI. II 311–355 (1904)

  19. Gardner, M. The Colossal Book of Mathematics: Classic Puzzles, Paradoxes, and Problems Ch. 10 135 (Norton, 2001)

    Google Scholar 

  20. Cromwell, P. R. Polyhedra (Cambridge Univ. Press, 1997)

    MATH  Google Scholar 

  21. Jodrey, W. S. & Tory, E. M. Computer simulation of close random packing of equal spheres. Phys. Lett. A 32, 2347–2351 (1985)

    CAS  Google Scholar 

  22. Rintoul, M. D. & Torquato, S. S. Hard-sphere statistics along the metastable amorphous branch. Phys. Rev. E 58, 532–537 (1998)

    Article  CAS  ADS  Google Scholar 

  23. Uche, O. U., Stillinger, F. H. & Torquato, S. Concerning maximal packing arrangements of binary disk mixtures. Physica A 342, 428–446 (2004)

    Article  ADS  Google Scholar 

  24. Donev, A., Torquato, S. & Stillinger, F. H. Neighbor list collision-driven molecular dynamics for nonspherical hard particles. I. Algorithmic details. J. Comput. Phys. 202, 737–764 (2005)

    Article  ADS  MathSciNet  Google Scholar 

  25. Donev, A., Torquato, S. & Stillinger, F. H. Neighbor list collision-driven molecular dynamics for nonspherical hard particles. II. Applications to ellipses and ellipsoids. J. Comput. Phys. 202, 765–793 (2005)

    ADS  MathSciNet  MATH  Google Scholar 

  26. Golshtein, E. G. & Tretyakov, N. V. Modified Lagrangians and Monotone Maps in Optimization (Wiley, 1996)

    MATH  Google Scholar 

  27. Torquato, S. & Stillinger, F. H. Multiplicity of generation, selection, and classification procedures for jammed hard-particle packings. J. Phys. Chem. B 105, 11849–11853 (2001)

    Article  CAS  Google Scholar 

  28. Donev, A., Connelly, R., Stillinger, F. H. & Torquato, S. Underconstrained jammed packings of nonspherical hard particles: ellipses and ellipsoids. Phys. Rev. E 75, 051304 (2007)

    Article  ADS  MathSciNet  Google Scholar 

Download references

Acknowledgements

We are grateful to H. Cohn and J. Conway for comments on our manuscript. S.T. thanks the Institute for Advanced Study for its hospitality during his stay there. This work was supported by the National Science Foundation under award numbers DMS-0804431 and DMR-0820341. The figures showing the polyhedra were generated using the AntiPrism package developed by A. Rossiter.

Author Contributions S.T. devised the algorithm and upper bounds, performed theoretical analysis, and wrote the paper. Y.J. implemented the algorithm, performed theoretical analysis, commented on the manuscript and created all of the figures.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to S. Torquato.

Supplementary information

Supplementary Information

This file contains Supplementary Data and Supplementary Tables 1-2. (PDF 99 kb)

PowerPoint slides

Rights and permissions

Reprints and permissions

About this article

Cite this article

Torquato, S., Jiao, Y. Dense packings of the Platonic and Archimedean solids. Nature 460, 876–879 (2009). https://doi.org/10.1038/nature08239

Download citation

  • Received:

  • Accepted:

  • Issue Date:

  • DOI: https://doi.org/10.1038/nature08239

This article is cited by

Comments

By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.

Search

Quick links

Nature Briefing

Sign up for the Nature Briefing newsletter — what matters in science, free to your inbox daily.

Get the most important science stories of the day, free in your inbox. Sign up for Nature Briefing