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Sphere packing in a cylinder

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112: 187: 835: 1197: 950: 606: 397:, adopted from botany. It is used to describe arrangements of leaves of a plant, pine cones, or pineapples, but also planar patterns of florets in a sunflower head. While the arrangement in the former are cylindrical, the spirals in the latter are arranged on a disk. For columnar structures phyllotaxis in the context of cylindrical structures is adopted. 1082:
They calculated the packing fraction for all these structures as a function of the diameter ratio. At the peaks of this curve lie the uniform structures. In-between these discrete diameter ratios are the line slips at a lower packing density. Their packing fraction is significantly smaller than that
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structures confined inside a glass tube. They can be realised experimentally with equal-sized soap bubbles inside a glass tube, produced by blowing air of constant gas flow through a needle dipped in a surfactant solution. By putting the resulting foam column under forced drainage (feeding it with
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All spheres in a uniform structure have the same number of contacts, but the number of contacts for spheres in a line slip may differ from sphere to sphere. For the example line slip in the image on the right side, some spheres count five and others six contacts. Thus a line slip structure is
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The book "Columnar Structures of Spheres: Fundamentals and Applications" serves as a notable contributions to this field of study. Authored by Winkelmann and Chan, the book reviews theoretical foundations and practical applications of densely packed spheres within cylindrical confinements.
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By shearing the row of spheres below the loss of contact against a row above the loss of contact, one can regenerate two uniform structures related to this line slip. Thus, each line slip is related to two adjacent uniform structures, one at a higher and one at a lower diameter ratio
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describes a family of spirals in the 3-dimensional packing. They count the number of spirals in each direction until the spiral repeats. This notation, however, only applies to triangular lattices and is therefore restricted to the ordered structures without internal spheres.
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form a columnar structure in autumn. Its berries are similar to that of the corpse flower, since the titan arum is its larger relative. However, the cuckoo-pint is much smaller in height (height ≈ 20 cm). The berry arrangement varies with the stem to berry size.
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also discovered that such structures can be related to disk packings on a surface of a cylinder. The contact network of both packings are identical. For both packing types, it was found that different uniform structures are connected with each other by line slips.
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built rods of the size of several microns. These microrods are created by densely packing silica colloidal particles inside cylindrical pores. By solidifying the assembled structures the microrods were imaged and examined using scanning electron microscopy (SEM).
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The differences between uniform and line-slip structures are marginal and difficult to spot from images of the sphere packings. However, by comparing their rolled-out contact networks, one can spot that certain lines (which represent contacts) are missing.
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A uniform structure is identified by each sphere having the same number of contacting neighbours. This gives each sphere an identical neighbourhood. In the example image on the side each sphere has six neighbouring contacts.
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Due to this simple experimental set-up, many columnar structures have been discovered and investigated in the context of foams with experiments as well as simulation. Many simulations have been carried out using the
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in the centre of the tube. For many more arrangements of this type, it was observed that the outside bubble layer is ordered, with each internal layer resembling a different, simpler columnar structure by using
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In the zigzag structure the bubbles are stacked on top of each other in a continuous w-shape. For this particular structure a moving interface with increasing liquid fraction was reported by Hutzler
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examined the morphologies of virus capsid proteins self-assembled around metal nanorods. Drug particles were coated as densely as possible on a spherocylinder to provide the best medical treatment.
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Further discovered structures include complex structures with internal spheres/foam cells. Some dry foam structures with interior cells were found to consist of a chain of pentagonal
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Columnar structures appear in various research fields on a broad range of length scales from metres down to the nanoscale. On the largest scale, such structures can be found in
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The rich variety of such ordered structures can also be obtained by sequential depositioning the spheres into the cylinder. Chan reproduced all dense sphere packings up to
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Norman, James; Sorrell, Emma L.; Hu, Yi; Siripurapu, Vaishnavi; Garcia, Jamie; Bagwell, Jennifer; Charbonneau, Patrick; Lubkin, Sharon R.; Bagnat, Michel (2018-11-05).
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Troche, Karla S.; Coluci, Vitor R.; Braga, Scheila F.; Chinellato, David D.; Sato, Fernando; Legoas, Sergio B.; Rurali, Riccardo; Galvão, Douglas S. (2005-02-01).
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Such a structure is termed line slip because the losses of contacts occur along a line in the rolled-out contact network. It was first identified by Picket
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Sanwaria, Sunita; Horechyy, Andriy; Wolf, Daniel; Chu, Che-Yi; Chen, Hsin-Lung; Formanek, Petr; Stamm, Manfred; Srivastava, Rajiv; Nandan, Bhanu (2014).
1452: 1940:"Corrected Article: Simulation and observation of line-slip structures in columnar structures of soft spheres [Phys. Rev. E 96, 012610 (2017)]" 1390:
Depending on number of spheres and rotational speed, a variety of ordered structures that are comparable to the dense sphere packings were discovered.
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of specified diameter and length. For cylinders with diameters on the same order of magnitude as the spheres, such packings result in what are called
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The number of contacts is best visualised in the rolled-out contact network. It is created by rolling out the contact network into a plane of height
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Such structures also assemble when particles are coated on the surface of a spherocylinder as in the context of pharmaceutical research. Lazáro
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are constructing such a resonator by self-assembling nanospheres on the surface of the cylinder. The nanospheres are suspended in an
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Chopra, Nasreen G.; Luyken, R. J.; Cherrey, K.; Crespi, Vincent H.; Cohen, Marvin L.; Louie, Steven G.; Zettl, A. (1995-08-18).
902:, since each number represents one of the lattice vectors in the hexagonal lattice. This is usually indicated by a bold number. 3242: 613:
structure and its corresponding rolled-out contact network. The identical vicinity of each sphere defines a uniform structure.
178:. It assembles its seed capsules around a branch of the plant. The structure depends on the seed capsule size to branch size. 3174: 3048: 1415: 2157:
Yamazaki, T; Kuramochi, K; Takagi, D; Homma, Y; Nishimura, F; Hori, N; Watanabe, K; Suzuki, S; Kobayashi, Y (2008-01-30).
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Columnar structures are assembled by using rapid rotations around a central axis to drive the spheres towards this axis.
135: 287:(i.e. materials with a negative refractive index) which find applications in super lenses or optical cloaking. Tanjeem 241: 3273: 3159: 3113: 3101: 100:
where seeds of a plant assemble around the stem. On a smaller scale bubbles of equal size crystallise to columnar
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For each uniform structure, there also exists a related but different structure, called a line-slip arrangement.
2112:"Helical Packing of Nanoparticles Confined in Cylindrical Domains of a Self-Assembled Block Copolymer Structure" 941:
were the first to experimentally realise such a structure using soap bubbles in a system of deformable spheres.
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structure and its corresponding rolled-out contact network. A line slip is identified by the loss of contacts.
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and discovered 17 new dense structures with internal spheres that are not in contact with the cylinder wall.
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such structures can be found in man-made objects which are on length scales from a micron to the nanoscale.
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Columnar structures arise naturally in the context of dense hard sphere packings inside a cylinder. Mughal
3123: 292: 161:. This flower can be up to 3m in height and is natively solely found in western Sumatra and western Java. 158: 2899:"Non-Equilibrium Self-Assembly of Monocomponent and Multicomponent Tubular Structures in Rotating Fluids" 3154: 284: 81: 1797:. A Collection of Papers Presented at the 10th Eufoam Conference, Thessaloniki, Greece,7-10 July 2014. 3021: 1215:
When the lathe is static, the beads float on top of the liquid. With increasing rotational speed, the
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of each sphere. For a uniform structure such as the one in the example image, this leads to a regular
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A similar variety of dense crystalline structures have also been discovered for columnar packings of
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Fu, Lin; Steinhardt, William; Zhao, Hao; Socolar, Joshua E. S.; Charbonneau, Patrick (2016-02-23).
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Ordered columnar structures without internal spheres are categorised into two separate classes:
142:" (1917). But they are also of interest in other biological areas, including bacteria, viruses, 1691: 1093: 864:
The direction, in which the loss of contacts occur can be denoted in the phyllotactic notation
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in 1997. This included an unexpected 180° twist interface, whose explanation is still lacking.
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surfactant solution from the top), the foam can be adjusted to either a dry (bubbles shaped as
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using an algorithm, in which the spheres are placed sequentially dropped inside the cylinder.
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Cai, Wenshan; Chettiar, Uday K.; Kildishev, Alexander V.; Shalaev, Vladimir M. (April 2007).
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Columnar structures were first studied in botany due to their diverse appearances in plants.
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Wu, Gaoxiang; Cho, Hyesung; Wood, Derek A.; Dinsmore, Anthony D.; Yang, Shu (2017-04-12).
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One of the largest flowers where the berries arrange in a regular cylindrical form is the
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the central axis. Hence, the beads are essentially confined by a potential given by the
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Meagher, A. J.; García-Moreno, F.; Banhart, J.; Mughal, A.; Hutzler, S. (2015-05-20).
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It is based on analytic energy calculations using a generic sphere model and predicts
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The phyllotactic notation describes such structures by a triplet of positive integers
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Winkelmann, J.; Mughal, A.; Williams, D. B.; Weaire, D.; Hutzler, S. (2019-02-25).
2874: 2849: 2572:(Thesis thesis). Trinity College Dublin. School of Physics. Discipline of Physics. 1806: 1319: 1299: 1062: 1042: 771: 624: 525: 485: 298: 237: 212: 143: 2445: 2245: 1525: 3083: 2616: 1196: 834: 394: 175: 65: 2987: 2745: 2680: 1974: 1939: 1938:
Winkelmann, J.; Haffner, B.; Weaire, D.; Mughal, A.; Hutzler, S. (2017-07-31).
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plane. Each uniform structure is thus distinguished by its periodicity vector
605: 200: 151: 2922: 2818: 2487: 2430: 2412: 2373: 2350:"Confined Assemblies of Colloidal Particles with Soft Repulsive Interactions" 2316: 2253: 2190: 2135: 2088: 2030: 1921: 1824: 1715: 1608: 1533: 3026: 2479: 1998: 1889: 1791:"An experimental study of columnar crystals using monodisperse microbubbles" 1599: 258: 174:
Another plant that can be found in many gardens of residential areas is the
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A further dynamic method to assemble such structures was introduced by Lee
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A further occurrence of ordered columnar arrangement on the macroscale are
30: 1541: 1462: 1087:, bcc, or hcp due to the free volume left by the cylindrical confinement. 949: 2365: 1671: 1383:
proportionality, the confining potential resembles that of a cylindrical
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Columnar structures have also been studied intensively in the context of
50: 2712:"Densest columnar structures of hard spheres from sequential deposition" 2462: 2810: 2421: 2349: 2308: 2283:
Lázaro, Guillermo R.; Dragnea, Bogdan; Hagan, Michael F. (2018-07-18).
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structures. For each structure that can be identified with the triplet
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Columnar arrangements are also investigated as a possible candidate of
246: 61: 2850:"Shape-Anisotropy-Induced Ordered Packings in Cylindrical Confinement" 2577: 2080: 1815: 1743:
Philosophical Transactions of the Royal Society B: Biological Sciences
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A comprehensive theory to this experiment was developed by Winkelmann
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analysed such arrangement of plant parts around the stem in his book "
72:, and so forth due to the analogous assembly of small particles (like 97: 46: 2159:"Ordered fullerene nanocylinders in large-diameter carbon nanotubes" 2056: 1707: 3033: 2970: 2793: 1956: 1739:"Tissue self-organization underlies morphogenesis of the notochord" 377:). The nanospheres then stick to the surface of the cylinders by a 2728: 2663: 1581: 1209: 185: 77: 29: 2285:"Self-assembly of convex particles on spherocylindrical surfaces" 1997:
Saadatfar, M.; Barry, J.; Weaire, D.; Hutzler, S. (2008-09-01).
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Colloids and Surfaces A: Physicochemical and Engineering Aspects
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the rolled-out contact pattern only varies by a rotation in the
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Lee, Taehoon; Gizynski, Konrad; Grzybowski, Bartosz A. (2017).
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Mughal, A.; Chan, H. K.; Weaire, D.; Hutzler, S. (2012-05-11).
1289:{\displaystyle E_{\text{rot}}={\frac {1}{2}}mR^{2}\omega ^{2},} 2591:
Pickett, Galen T.; Gross, Mark; Okuyama, Hiroko (2000-10-23).
597:, there exist a uniform structure and at least one line slip. 1454:
Columnar Structures of Spheres: Fundamentals and Applications
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Types of ordered columnar structures without internal spheres
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Illustration of a columnar structure assembled by golf balls.
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Spherical soap bubbles confined in a cylindrical glass tube.
1999:"Ordered cylindrical foam structures with internal bubbles" 2954:"Theory of rotational columnar structures of soft spheres" 2569:
Structures of columnar packings with soft and hard spheres
1890:"Moving boundaries in ordered cylindrical foam structures" 45:
with the objective of packing a given number of identical
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Weaire, D.; Hutzler, S.; Verbist, G.; Peters, E. (2007),
1502:"Tubular Packing of Spheres in Biological Fine Structure" 60:
These problems are studied extensively in the context of
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Jin, Weiwei; Chan, Ho-Kei; Zhong, Zheng (2020-06-16).
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Optimal packing fraction for hard spheres of diameter
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For all uniform structures above a diameter ratio of
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Hutzler, S.; Weaire, D.; Crawford, R. (1997-06-01).
3230: 3209: 3193: 3140: 3092: 3071: 315:, much larger than the diameter of the nanospheres 215:for the wet limit where the bubbles are spherical. 1375: 1348: 1328: 1308: 1288: 1165: 1116: 1071: 1051: 1031: 985: 965: 926: 894: 818: 780: 760: 732: 694: 653: 633: 589: 534: 514: 494: 474: 442: 369: 327: 307: 854:characterised by these gaps or loss of contacts. 1854:, John Wiley & Sons, Ltd, pp. 315–374, 1569:Proceedings of the National Academy of Sciences 788:, which is defined by the phyllotactic triplet 1192:Columnar structures created by rapid rotations 295:solution together with a cylinder of diameter 3049: 2397:"The Magical World of Photonic Metamaterials" 1139:extended this work to higher diameter ratios 164:On smaller length scales, the berries of the 104:structures when confined in a glass tube. In 8: 1485:: CS1 maint: multiple names: authors list ( 1451:Chan, Jens Winkelmann, Ho-Kei (2023-03-31). 3056: 3042: 3034: 385:Classification using phyllotactic notation 2969: 2873: 2792: 2727: 2662: 2593:"Spontaneous Chirality in Simple Systems" 2461: 2420: 2324: 1973: 1955: 1814: 1762: 1616: 1598: 1580: 1367: 1361: 1341: 1321: 1301: 1277: 1267: 1250: 1241: 1235: 1149: 1144: 1100: 1095: 1083:of an unconfined lattice packing such as 1064: 1044: 1015: 1010: 978: 958: 916: 911: 869: 793: 773: 750: 745: 707: 678: 673: 646: 626: 564: 527: 507: 487: 455: 405: 359: 345: 340: 320: 300: 2354:Journal of the American Chemical Society 1336:the distance from the central axis, and 1195: 948: 833: 604: 225:The first experimental observation of a 203:) or wet (spherical bubbles) structure. 110: 2777:"Hard sphere packings within cylinders" 2116:Angewandte Chemie International Edition 1457:. New York: Jenny Stanford Publishing. 1432: 370:{\textstyle D/d\approx 3{\text{ to }}5} 3022:"Packing spheres into a Thin Cylinder" 1563:Amir, A.; Nelson, D. R. (2012-06-19). 1478: 2640: 2638: 2636: 2634: 2561: 2559: 2557: 2555: 2553: 2446:"Optical cloaking with metamaterials" 2050: 2048: 1933: 1931: 7: 1784: 1782: 1646:Advances in Virus Research Volume 20 1446: 1444: 1442: 1440: 1438: 1436: 211:to investigate dry structure or the 389:The most common way of classifying 1642:"The Structure of Tubular Viruses" 945:Dense sphere packings in cylinders 25: 1356:the rotational speed. Due to the 27:Three-dimensional packing problem 3020:Becker, Aaron T. and Huang, L. 761:{\textstyle z{\text{-}}\theta } 3185:Sphere-packing (Hamming) bound 2875:10.1103/PhysRevLett.124.248002 2183:10.1088/0957-4484/19/04/045702 2003:Philosophical Magazine Letters 1807:10.1016/j.colsurfa.2014.12.020 1500:Erickson, R. O. (1973-08-24). 1416:Close-packing of equal spheres 973:inside a cylinder of diameter 889: 871: 813: 795: 727: 709: 584: 566: 437: 407: 1: 2511:"Self-assembled metamaterial" 1654:10.1016/s0065-3527(08)60500-x 393:columnar structures uses the 229:was discovered by Winkelmann 2246:10.1126/science.269.5226.966 1852:Advances in Chemical Physics 1690:Bryan, Joseph (1974-12-01). 1526:10.1126/science.181.4101.705 1005:up to the diameter ratio of 1001:studied such packings using 861:, but not termed line slip. 39:Sphere packing in a cylinder 2710:Chan, Ho-Kei (2011-11-14). 2617:10.1103/PhysRevLett.85.3652 2395:Ozbay, Ekmel (2008-11-01). 1848:"A Review of Foam Drainage" 443:{\displaystyle (l=m+n,m,n)} 121:form a columnar structure ( 3295: 2988:10.1103/PhysRevE.99.020602 2746:10.1103/PhysRevE.84.050302 2681:10.1103/PhysRevE.85.051305 1975:10.1103/PhysRevE.97.059902 1640:Hull, Roger (1976-01-01), 1316:is the mass of the beads, 1117:{\textstyle D/d<2.7013} 695:{\displaystyle D/d>2.0} 475:{\textstyle l\geq m\geq n} 2566:Winkelmann, Jens (2020). 2401:Optics and Photonics News 2222:"Boron Nitride Nanotubes" 2023:10.1080/09500830802307658 1914:10.1080/13642819708205711 1860:10.1002/9780470141618.ch5 3110:isosceles right triangle 2413:10.1364/OPN.19.11.000022 1894:Philosophical Magazine B 233:in a system of bubbles. 2854:Physical Review Letters 2597:Physical Review Letters 2480:10.1038/nphoton.2007.28 1600:10.1073/pnas.1207105109 1401:structure transitions. 1186:Monte Carlo simulations 1166:{\textstyle D/d<4.0} 819:{\displaystyle (l,m,n)} 733:{\displaystyle (l,m,n)} 41:is a three-dimensional 18:Cylinder sphere packing 3124:Circle packing theorem 2915:10.1002/adma.201704274 2128:10.1002/anie.201403565 1755:10.1098/rstb.2017.0320 1377: 1350: 1330: 1310: 1290: 1219:then pushes the fluid 1201: 1167: 1118: 1073: 1053: 1039:for cylinder diameter 1033: 1032:{\textstyle D/d=2.873} 994: 987: 967: 928: 896: 843: 820: 782: 762: 734: 696: 655: 635: 614: 591: 536: 516: 496: 476: 444: 371: 329: 309: 191: 176:Australian bottlebrush 126: 82:crystalline structures 35: 2509:Manoharan, Vinothan. 1463:10.1201/9780429092114 1378: 1351: 1331: 1311: 1291: 1199: 1168: 1119: 1074: 1054: 1034: 988: 968: 952: 929: 897: 837: 821: 783: 763: 735: 697: 656: 636: 608: 592: 537: 517: 497: 477: 445: 395:phyllotactic notation 372: 330: 310: 285:optical metamaterials 189: 114: 92:Appearance in science 33: 3106:equilateral triangle 2366:10.1021/jacs.6b12975 1360: 1349:{\textstyle \omega } 1340: 1320: 1300: 1234: 1143: 1094: 1063: 1043: 1009: 977: 957: 910: 895:{\textstyle (l,m,n)} 868: 792: 772: 744: 706: 672: 654:{\textstyle \theta } 645: 641:and azimuthal angle 625: 590:{\textstyle (l,m,n)} 563: 526: 506: 486: 454: 404: 339: 319: 299: 3243:Slothouber–Graatsma 2980:2019PhRvE..99b0602W 2866:2020PhRvL.124x8002J 2803:2016SMat...12.2505F 2738:2011PhRvE..84e0302C 2673:2012PhRvE..85e1305M 2609:2000PhRvL..85.3652P 2537:"Tanjeem's website" 2472:2007NaPho...1..224C 2301:2018SMat...14.5728L 2238:1995Sci...269..966C 2175:2008Nanot..19d5702Y 2073:2005NanoL...5..349T 2015:2008PMagL..88..661S 1966:2017PhRvE..97e9902W 1906:1997PMagB..75..845H 1591:2012PNAS..109.9833A 1518:1973Sci...181..705E 1385:harmonic oscillator 1059:to sphere diameter 1003:simulated annealing 830:Line-slip structure 227:line-slip structure 115:The berries of the 80:) into cylindrical 55:columnar structures 2903:Advanced Materials 2811:10.1039/C5SM02875B 2309:10.1039/C8SM00129D 1749:(1759): 20170320. 1376:{\textstyle R^{2}} 1373: 1346: 1326: 1306: 1286: 1202: 1175:linear programming 1163: 1114: 1069: 1049: 1029: 995: 983: 963: 924: 892: 844: 816: 778: 758: 730: 692: 651: 631: 615: 587: 532: 512: 492: 472: 440: 367: 325: 305: 192: 140:On Growth and Form 127: 36: 3274:Discrete geometry 3251: 3250: 3210:Other 3-D packing 3194:Other 2-D packing 3119:Apollonian gasket 2958:Physical Review E 2716:Physical Review E 2651:Physical Review E 2603:(17): 3652–3655. 2535:Tanjeem, Nabila. 2360:(14): 5095–5101. 2295:(28): 5728–5740. 2232:(5226): 966–967. 2122:(34): 9090–9093. 2081:10.1021/nl047930r 2009:(9–10): 661–668. 1944:Physical Review E 1869:978-0-470-14161-8 1575:(25): 9833–9838. 1512:(4101): 705–716. 1472:978-0-429-09211-4 1258: 1244: 1229:rotational energy 1217:centripetal force 986:{\displaystyle D} 966:{\displaystyle d} 753: 663:hexagonal lattice 601:Uniform structure 515:{\displaystyle m} 362: 328:{\displaystyle d} 213:hard sphere model 70:materials science 16:(Redirected from 3286: 3264:Packing problems 3132: 3072:Abstract packing 3065:Packing problems 3058: 3051: 3044: 3035: 3008: 3007: 2973: 2949: 2943: 2942: 2894: 2888: 2887: 2877: 2845: 2839: 2838: 2796: 2787:(9): 2505–2514. 2772: 2766: 2765: 2731: 2707: 2701: 2700: 2666: 2642: 2629: 2628: 2588: 2582: 2581: 2563: 2548: 2547: 2545: 2543: 2532: 2526: 2525: 2523: 2521: 2506: 2500: 2499: 2465: 2450:Nature Photonics 2441: 2435: 2434: 2424: 2392: 2386: 2385: 2345: 2339: 2338: 2328: 2280: 2274: 2273: 2217: 2211: 2210: 2154: 2148: 2147: 2107: 2101: 2100: 2052: 2043: 2042: 1994: 1988: 1987: 1977: 1959: 1935: 1926: 1925: 1885: 1879: 1878: 1877: 1876: 1843: 1837: 1836: 1818: 1786: 1777: 1776: 1766: 1734: 1728: 1727: 1687: 1681: 1680: 1679: 1678: 1637: 1631: 1630: 1620: 1602: 1584: 1560: 1554: 1553: 1497: 1491: 1490: 1484: 1476: 1448: 1421:Packing problems 1382: 1380: 1379: 1374: 1372: 1371: 1355: 1353: 1352: 1347: 1335: 1333: 1332: 1327: 1315: 1313: 1312: 1307: 1295: 1293: 1292: 1287: 1282: 1281: 1272: 1271: 1259: 1251: 1246: 1245: 1242: 1172: 1170: 1169: 1164: 1153: 1123: 1121: 1120: 1115: 1104: 1078: 1076: 1075: 1070: 1058: 1056: 1055: 1050: 1038: 1036: 1035: 1030: 1019: 992: 990: 989: 984: 972: 970: 969: 964: 933: 931: 930: 927:{\textstyle D/d} 925: 920: 901: 899: 898: 893: 825: 823: 822: 817: 787: 785: 784: 779: 767: 765: 764: 759: 754: 751: 739: 737: 736: 731: 701: 699: 698: 693: 682: 660: 658: 657: 652: 640: 638: 637: 632: 596: 594: 593: 588: 541: 539: 538: 533: 521: 519: 518: 513: 501: 499: 498: 493: 481: 479: 478: 473: 449: 447: 446: 441: 376: 374: 373: 368: 363: 360: 349: 334: 332: 331: 326: 314: 312: 311: 306: 247:X-ray tomography 21: 3294: 3293: 3289: 3288: 3287: 3285: 3284: 3283: 3279:Crystallography 3254: 3253: 3252: 3247: 3226: 3205: 3189: 3136: 3130: 3129:Tammes problem 3088: 3067: 3062: 3017: 3012: 3011: 2951: 2950: 2946: 2909:(47): 1704274. 2896: 2895: 2891: 2847: 2846: 2842: 2774: 2773: 2769: 2709: 2708: 2704: 2644: 2643: 2632: 2590: 2589: 2585: 2565: 2564: 2551: 2541: 2539: 2534: 2533: 2529: 2519: 2517: 2508: 2507: 2503: 2463:physics/0611242 2443: 2442: 2438: 2394: 2393: 2389: 2347: 2346: 2342: 2282: 2281: 2277: 2219: 2218: 2214: 2156: 2155: 2151: 2109: 2108: 2104: 2054: 2053: 2046: 1996: 1995: 1991: 1937: 1936: 1929: 1887: 1886: 1882: 1874: 1872: 1870: 1845: 1844: 1840: 1788: 1787: 1780: 1736: 1735: 1731: 1708:10.2307/1297089 1702:(12): 701–711. 1689: 1688: 1684: 1676: 1674: 1664: 1639: 1638: 1634: 1562: 1561: 1557: 1499: 1498: 1494: 1477: 1473: 1450: 1449: 1434: 1429: 1407: 1363: 1358: 1357: 1338: 1337: 1318: 1317: 1298: 1297: 1273: 1263: 1237: 1232: 1231: 1194: 1141: 1140: 1092: 1091: 1061: 1060: 1041: 1040: 1007: 1006: 975: 974: 955: 954: 947: 908: 907: 866: 865: 832: 790: 789: 770: 769: 742: 741: 704: 703: 670: 669: 643: 642: 623: 622: 603: 561: 560: 549: 524: 523: 504: 503: 484: 483: 452: 451: 402: 401: 387: 379:depletion force 337: 336: 317: 316: 297: 296: 255: 209:Surface Evolver 184: 136:D'Arcy Thompson 132: 94: 43:packing problem 28: 23: 22: 15: 12: 11: 5: 3292: 3290: 3282: 3281: 3276: 3271: 3266: 3256: 3255: 3249: 3248: 3246: 3245: 3240: 3234: 3232: 3228: 3227: 3225: 3224: 3219: 3213: 3211: 3207: 3206: 3204: 3203: 3201:Square packing 3197: 3195: 3191: 3190: 3188: 3187: 3182: 3180:Kissing number 3177: 3172: 3167: 3162: 3157: 3152: 3146: 3144: 3142:Sphere packing 3138: 3137: 3135: 3134: 3126: 3121: 3116: 3098: 3096: 3094:Circle packing 3090: 3089: 3087: 3086: 3081: 3075: 3073: 3069: 3068: 3063: 3061: 3060: 3053: 3046: 3038: 3032: 3031: 3016: 3015:External links 3013: 3010: 3009: 2944: 2889: 2860:(24): 248002. 2840: 2767: 2702: 2630: 2583: 2549: 2527: 2501: 2456:(4): 224–227. 2436: 2387: 2340: 2275: 2212: 2163:Nanotechnology 2149: 2102: 2067:(2): 349–355. 2044: 1989: 1927: 1900:(6): 845–857. 1880: 1868: 1838: 1778: 1729: 1692:"Microtubules" 1682: 1662: 1632: 1555: 1492: 1471: 1431: 1430: 1428: 1425: 1424: 1423: 1418: 1413: 1411:Sphere packing 1406: 1403: 1370: 1366: 1345: 1329:{\textstyle R} 1325: 1309:{\textstyle m} 1305: 1285: 1280: 1276: 1270: 1266: 1262: 1257: 1254: 1249: 1240: 1223:and the beads 1193: 1190: 1162: 1159: 1156: 1152: 1148: 1113: 1110: 1107: 1103: 1099: 1072:{\textstyle d} 1068: 1052:{\textstyle D} 1048: 1028: 1025: 1022: 1018: 1014: 982: 962: 946: 943: 923: 919: 915: 891: 888: 885: 882: 879: 876: 873: 831: 828: 815: 812: 809: 806: 803: 800: 797: 781:{\textstyle V} 777: 757: 749: 729: 726: 723: 720: 717: 714: 711: 691: 688: 685: 681: 677: 650: 634:{\textstyle z} 630: 602: 599: 586: 583: 580: 577: 574: 571: 568: 548: 545: 535:{\textstyle n} 531: 511: 495:{\textstyle l} 491: 482:. Each number 471: 468: 465: 462: 459: 439: 436: 433: 430: 427: 424: 421: 418: 415: 412: 409: 386: 383: 366: 361: to  358: 355: 352: 348: 344: 324: 308:{\textstyle D} 304: 254: 251: 183: 180: 167:Arum maculatum 131: 128: 118:Arum maculatum 93: 90: 26: 24: 14: 13: 10: 9: 6: 4: 3: 2: 3291: 3280: 3277: 3275: 3272: 3270: 3267: 3265: 3262: 3261: 3259: 3244: 3241: 3239: 3236: 3235: 3233: 3229: 3223: 3220: 3218: 3215: 3214: 3212: 3208: 3202: 3199: 3198: 3196: 3192: 3186: 3183: 3181: 3178: 3176: 3175:Close-packing 3173: 3171: 3170:In a cylinder 3168: 3166: 3163: 3161: 3158: 3156: 3153: 3151: 3148: 3147: 3145: 3143: 3139: 3133: 3127: 3125: 3122: 3120: 3117: 3115: 3111: 3107: 3103: 3100: 3099: 3097: 3095: 3091: 3085: 3082: 3080: 3077: 3076: 3074: 3070: 3066: 3059: 3054: 3052: 3047: 3045: 3040: 3039: 3036: 3029: 3028: 3023: 3019: 3018: 3014: 3005: 3001: 2997: 2993: 2989: 2985: 2981: 2977: 2972: 2967: 2964:(2): 020602. 2963: 2959: 2955: 2948: 2945: 2940: 2936: 2932: 2928: 2924: 2920: 2916: 2912: 2908: 2904: 2900: 2893: 2890: 2885: 2881: 2876: 2871: 2867: 2863: 2859: 2855: 2851: 2844: 2841: 2836: 2832: 2828: 2824: 2820: 2816: 2812: 2808: 2804: 2800: 2795: 2790: 2786: 2782: 2778: 2771: 2768: 2763: 2759: 2755: 2751: 2747: 2743: 2739: 2735: 2730: 2725: 2722:(5): 050302. 2721: 2717: 2713: 2706: 2703: 2698: 2694: 2690: 2686: 2682: 2678: 2674: 2670: 2665: 2660: 2657:(5): 051305. 2656: 2652: 2648: 2641: 2639: 2637: 2635: 2631: 2626: 2622: 2618: 2614: 2610: 2606: 2602: 2598: 2594: 2587: 2584: 2579: 2575: 2571: 2570: 2562: 2560: 2558: 2556: 2554: 2550: 2538: 2531: 2528: 2516: 2515:Manoharan lab 2512: 2505: 2502: 2497: 2493: 2489: 2485: 2481: 2477: 2473: 2469: 2464: 2459: 2455: 2451: 2447: 2440: 2437: 2432: 2428: 2423: 2418: 2414: 2410: 2407:(11): 22–27. 2406: 2402: 2398: 2391: 2388: 2383: 2379: 2375: 2371: 2367: 2363: 2359: 2355: 2351: 2344: 2341: 2336: 2332: 2327: 2322: 2318: 2314: 2310: 2306: 2302: 2298: 2294: 2290: 2286: 2279: 2276: 2271: 2267: 2263: 2259: 2255: 2251: 2247: 2243: 2239: 2235: 2231: 2227: 2223: 2216: 2213: 2208: 2204: 2200: 2196: 2192: 2188: 2184: 2180: 2176: 2172: 2169:(4): 045702. 2168: 2164: 2160: 2153: 2150: 2145: 2141: 2137: 2133: 2129: 2125: 2121: 2117: 2113: 2106: 2103: 2098: 2094: 2090: 2086: 2082: 2078: 2074: 2070: 2066: 2062: 2058: 2051: 2049: 2045: 2040: 2036: 2032: 2028: 2024: 2020: 2016: 2012: 2008: 2004: 2000: 1993: 1990: 1985: 1981: 1976: 1971: 1967: 1963: 1958: 1953: 1950:(5): 059902. 1949: 1945: 1941: 1934: 1932: 1928: 1923: 1919: 1915: 1911: 1907: 1903: 1899: 1895: 1891: 1884: 1881: 1871: 1865: 1861: 1857: 1853: 1849: 1842: 1839: 1834: 1830: 1826: 1822: 1817: 1812: 1808: 1804: 1800: 1796: 1792: 1785: 1783: 1779: 1774: 1770: 1765: 1760: 1756: 1752: 1748: 1744: 1740: 1733: 1730: 1725: 1721: 1717: 1713: 1709: 1705: 1701: 1697: 1693: 1686: 1683: 1673: 1669: 1665: 1663:9780120398201 1659: 1655: 1651: 1647: 1643: 1636: 1633: 1628: 1624: 1619: 1614: 1610: 1606: 1601: 1596: 1592: 1588: 1583: 1578: 1574: 1570: 1566: 1559: 1556: 1551: 1547: 1543: 1539: 1535: 1531: 1527: 1523: 1519: 1515: 1511: 1507: 1503: 1496: 1493: 1488: 1482: 1474: 1468: 1464: 1460: 1456: 1455: 1447: 1445: 1443: 1441: 1439: 1437: 1433: 1426: 1422: 1419: 1417: 1414: 1412: 1409: 1408: 1404: 1402: 1400: 1396: 1391: 1388: 1386: 1368: 1364: 1343: 1323: 1303: 1283: 1278: 1274: 1268: 1264: 1260: 1255: 1252: 1247: 1238: 1230: 1226: 1222: 1218: 1213: 1211: 1207: 1198: 1191: 1189: 1187: 1183: 1178: 1176: 1160: 1157: 1154: 1150: 1146: 1138: 1133: 1130: 1125: 1111: 1108: 1105: 1101: 1097: 1088: 1086: 1080: 1066: 1046: 1026: 1023: 1020: 1016: 1012: 1004: 1000: 980: 960: 951: 944: 942: 940: 935: 921: 917: 913: 903: 886: 883: 880: 877: 874: 862: 860: 855: 851: 847: 841: 836: 829: 827: 810: 807: 804: 801: 798: 775: 755: 747: 724: 721: 718: 715: 712: 689: 686: 683: 679: 675: 666: 664: 648: 628: 619: 612: 607: 600: 598: 581: 578: 575: 572: 569: 558: 554: 546: 544: 529: 509: 489: 469: 466: 463: 460: 457: 434: 431: 428: 425: 422: 419: 416: 413: 410: 398: 396: 392: 384: 382: 380: 364: 356: 353: 350: 346: 342: 322: 302: 294: 290: 286: 281: 278: 273: 271: 266: 264: 260: 252: 250: 248: 243: 239: 234: 232: 228: 223: 221: 216: 214: 210: 204: 202: 197: 188: 181: 179: 177: 172: 169: 168: 162: 160: 155: 153: 149: 145: 141: 137: 129: 124: 120: 119: 113: 109: 107: 103: 99: 91: 89: 85: 83: 79: 75: 71: 67: 63: 58: 56: 52: 48: 44: 40: 32: 19: 3169: 3112: / 3108: / 3104: / 3025: 2961: 2957: 2947: 2906: 2902: 2892: 2857: 2853: 2843: 2784: 2780: 2770: 2719: 2715: 2705: 2654: 2650: 2600: 2596: 2586: 2568: 2540:. Retrieved 2530: 2518:. Retrieved 2514: 2504: 2453: 2449: 2439: 2404: 2400: 2390: 2357: 2353: 2343: 2292: 2288: 2278: 2229: 2225: 2215: 2166: 2162: 2152: 2119: 2115: 2105: 2064: 2061:Nano Letters 2060: 2006: 2002: 1992: 1947: 1943: 1897: 1893: 1883: 1873:, retrieved 1851: 1841: 1798: 1794: 1746: 1742: 1732: 1699: 1695: 1685: 1675:, retrieved 1645: 1635: 1572: 1568: 1558: 1509: 1505: 1495: 1453: 1394: 1392: 1389: 1224: 1220: 1214: 1205: 1203: 1179: 1136: 1134: 1128: 1126: 1089: 1081: 998: 996: 938: 936: 904: 863: 858: 856: 852: 848: 845: 839: 667: 620: 616: 610: 556: 552: 550: 399: 390: 388: 288: 282: 276: 274: 269: 267: 256: 242:Kelvin cells 235: 230: 224: 219: 217: 205: 193: 173: 165: 163: 156: 144:microtubules 133: 116: 95: 86: 59: 54: 38: 37: 3217:Tetrahedron 3160:In a sphere 3131:(on sphere) 3102:In a circle 2781:Soft Matter 2422:11693/23249 2289:Soft Matter 1399:peritectoid 937:Winkelmann 838:An example 609:An example 253:Nanoscience 238:dodecahedra 201:polyhedrons 106:nanoscience 66:nanoscience 3258:Categories 3150:Apollonian 2971:1808.02952 2794:1511.08472 2578:2262/91733 1957:1703.00773 1875:2020-04-16 1816:2262/73757 1696:BioScience 1677:2020-04-13 1427:References 159:titan arum 152:zebra fish 146:, and the 123:Bushy Park 3222:Ellipsoid 3165:In a cube 3027:MathWorld 2923:1521-4095 2819:1744-6848 2729:1110.4956 2664:1203.3373 2488:1749-4893 2431:1541-3721 2374:0002-7863 2317:1744-6848 2254:0036-8075 2191:0957-4484 2136:1521-3773 2089:1530-6984 2039:135980011 2031:0950-0839 1922:1364-2812 1825:0927-7757 1801:: 55–59. 1716:0006-3568 1609:0027-8424 1582:1205.1519 1534:0036-8075 1481:cite book 1344:ω 1275:ω 1182:spheroids 840:line-slip 756:θ 649:θ 557:line-slip 467:≥ 461:≥ 354:≈ 259:nanotubes 148:notochord 49:inside a 3004:91189122 2996:30934268 2939:34381516 2931:29112327 2884:32639829 2835:29450753 2827:26843132 2762:14623570 2754:22181358 2697:14288041 2689:23004748 2625:11030973 2542:14 April 2520:13 April 2496:10554883 2382:28367624 2335:29796568 2270:28988094 2262:17807732 2207:23896974 2199:21817519 2144:24989683 2097:15794624 1984:29906839 1833:94219961 1773:30249771 1627:22660931 1550:23847202 1405:See also 1221:outwards 1184:through 51:cylinder 3269:Spheres 3231:Puzzles 2976:Bibcode 2862:Bibcode 2799:Bibcode 2734:Bibcode 2669:Bibcode 2605:Bibcode 2468:Bibcode 2326:6051892 2297:Bibcode 2234:Bibcode 2226:Science 2171:Bibcode 2069:Bibcode 2011:Bibcode 1962:Bibcode 1902:Bibcode 1764:6158209 1724:1297089 1618:3382501 1587:Bibcode 1542:4579682 1514:Bibcode 1506:Science 1127:Mughal 611:uniform 553:uniform 391:ordered 150:of the 62:biology 47:spheres 3238:Conway 3155:Finite 3114:square 3002:  2994:  2937:  2929:  2921:  2882:  2833:  2825:  2817:  2760:  2752:  2695:  2687:  2623:  2494:  2486:  2429:  2380:  2372:  2333:  2323:  2315:  2268:  2260:  2252:  2205:  2197:  2189:  2142:  2134:  2095:  2087:  2037:  2029:  1982:  1920:  1866:  1831:  1823:  1771:  1761:  1722:  1714:  1672:775945 1670:  1660:  1625:  1615:  1607:  1548:  1540:  1532:  1469:  1395:et al. 1296:where 1225:toward 1173:using 1137:et al. 1129:et al. 1112:2.7013 999:et al. 939:et al. 859:et al. 522:, and 289:et al. 277:et al. 270:et al. 231:et al. 220:et al. 130:Botany 98:botany 3000:S2CID 2966:arXiv 2935:S2CID 2831:S2CID 2789:arXiv 2758:S2CID 2724:arXiv 2693:S2CID 2659:arXiv 2492:S2CID 2458:arXiv 2266:S2CID 2203:S2CID 2035:S2CID 1952:arXiv 1829:S2CID 1720:JSTOR 1577:arXiv 1546:S2CID 1210:lathe 1206:et al 1027:2.873 450:with 182:Foams 78:atoms 74:cells 2992:PMID 2927:PMID 2919:ISSN 2880:PMID 2823:PMID 2815:ISSN 2750:PMID 2685:PMID 2621:PMID 2544:2020 2522:2020 2484:ISSN 2427:ISSN 2378:PMID 2370:ISSN 2331:PMID 2313:ISSN 2258:PMID 2250:ISSN 2195:PMID 2187:ISSN 2140:PMID 2132:ISSN 2093:PMID 2085:ISSN 2027:ISSN 1980:PMID 1918:ISSN 1864:ISBN 1821:ISSN 1769:PMID 1712:ISSN 1668:PMID 1658:ISBN 1623:PMID 1605:ISSN 1538:PMID 1530:ISSN 1487:link 1467:ISBN 1158:< 1109:< 687:> 555:and 196:foam 102:foam 76:and 3084:Set 3079:Bin 2984:doi 2911:doi 2870:doi 2858:124 2807:doi 2742:doi 2677:doi 2613:doi 2574:hdl 2476:doi 2417:hdl 2409:doi 2362:doi 2358:139 2321:PMC 2305:doi 2242:doi 2230:269 2179:doi 2124:doi 2077:doi 2019:doi 1970:doi 1910:doi 1856:doi 1811:hdl 1803:doi 1799:473 1759:PMC 1751:doi 1747:373 1704:doi 1650:doi 1613:PMC 1595:doi 1573:109 1522:doi 1510:181 1459:doi 1243:rot 1161:4.0 1135:Fu 1085:fcc 690:2.0 293:SDS 275:Wu 263:C60 240:or 3260:: 3024:. 2998:. 2990:. 2982:. 2974:. 2962:99 2960:. 2956:. 2933:. 2925:. 2917:. 2907:29 2905:. 2901:. 2878:. 2868:. 2856:. 2852:. 2829:. 2821:. 2813:. 2805:. 2797:. 2785:12 2783:. 2779:. 2756:. 2748:. 2740:. 2732:. 2720:84 2718:. 2714:. 2691:. 2683:. 2675:. 2667:. 2655:85 2653:. 2649:. 2633:^ 2619:. 2611:. 2601:85 2599:. 2595:. 2552:^ 2513:. 2490:. 2482:. 2474:. 2466:. 2452:. 2448:. 2425:. 2415:. 2405:19 2403:. 2399:. 2376:. 2368:. 2356:. 2352:. 2329:. 2319:. 2311:. 2303:. 2293:14 2291:. 2287:. 2264:. 2256:. 2248:. 2240:. 2228:. 2224:. 2201:. 2193:. 2185:. 2177:. 2167:19 2165:. 2161:. 2138:. 2130:. 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Index

Cylinder sphere packing
SpherePacking
packing problem
spheres
cylinder
biology
nanoscience
materials science
cells
atoms
crystalline structures
botany
foam
nanoscience
arum maculatum
Arum maculatum
Bushy Park
D'Arcy Thompson
On Growth and Form
microtubules
notochord
zebra fish
titan arum
Arum maculatum
Australian bottlebrush
Foam
foam
polyhedrons
Surface Evolver
hard sphere model

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