Celebrating Soft Matter's 10th Anniversary: Toward jamming by design

Soft Matter

Volumn 11, Issue 1, 2015, Pages 12-27

  Jaeger, Heinrich M ^a  

^a UNIVERSITY OF CHICAGO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AGGLOMERATION; SUSPENSIONS (FLUIDS);

AGGREGATE STATE; AMORPHOUS SYSTEMS; COLLOIDAL SYSTEM; EMERGENT BEHAVIORS; MACRO SCALE; NANOSCALE DEVICE; RECENT RESEARCHES; SOFT ROBOTICS;

JAMMING;

EID: 84949115118     PISSN: 1744683X     EISSN: 17446848     Source Type: Journal    
DOI: 10.1039/c4sm01923g     Document Type: Article

References (136)

1. A. J. Liu S. R. Nagel Jamming is not just cool any more Nature 1998 396 21 22 10.1038/23819
2. M. E. Cates J. P. Wittmer J. P. Bouchaud P. Claudin Jamming, force chains, and fragile matter Phys. Rev. Lett. 1998 81 1841 1844 10.1103/physrevlett.81.1841
3. A. J. Liu and S. R. Nagel, Jamming and rheology: constrained dynamics on microscopic and macroscopic scales, Taylor & Francis, London, 2001
4. C. S. O'Hern L. E. Silbert A. J. Liu S. R. Nagel Jamming at zero temperature and zero applied stress: the epitome of disorder Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2003 68 011306 10.1103/physreve.68.011306
5. E. Brown N. Rodenberg J. Amend A. Mozeika E. Steltz M. R. Zakin H. Lipson H. M. Jaeger Universal robotic gripper based on the jamming of granular material Proc. Natl. Acad. Sci. U. S. A. 2010 107 18809 18814 10.1073/pnas.1003250107
6. A. J. Liu S. R. Nagel The Jamming Transition and the Marginally Jammed Solid Annu. Rev. Condens. Matter Phys. 2010 1 347 369 10.1146/annurev-conmatphys-070909-104045
7. M. van Hecke Jamming of soft particles: geometry, mechanics, scaling and isostaticity J. Phys.: Condens. Matter 2010 22 033101 10.1088/0953-8984/22/3/033101
8. C. Reichhardt C. J. O. Reichhardt Aspects of jamming in two-dimensional athermal frictionless systems Soft Matter 2014 10 2932 2944 10.1039/c3sm53154f
9. R. Seto R. Mari J. F. Morris M. M. Denn Discontinuous shear thickening of frictional hard-sphere suspensions Phys. Rev. Lett. 2013 111 218301 10.1103/physrevlett.111.218301
10. E. Brown H. M. Jaeger Shear thickening in concentrated suspensions: phenomenology, mechanisms, and relations to jamming Rep. Prog. Phys. 2014 77 046602 10.1088/0034-4885/77/4/046602
11. M. M. Cui T. Emrick T. P. Russell Stabilizing Liquid Drops in Nonequilibrium Shapes by the Interfacial Jamming of Nanoparticles Science 2013 342 460 463 10.1126/science.1242852
12. E. Steltz, A. Mozeika, J. Rembisz, N. Corson and H. M. Jaeger, Jamming as an Enabling Technology for Soft Robotics, Proc. SPIE 7642, Electroactive Polymer Actuators and Devices (EAPAD), 2010, p. 764225, 10.1117/12.853182
13. J. R. Amend E. M. Brown N. Rodenberg H. M. Jaeger H. Lipson A Positive Pressure Universal Gripper Based on the Jamming of Granular Material IEEE Trans. Robot. 2012 28 341 350 10.1109/tro.2011.2171093
14. M. Cianchetti T. Ranzani i. Gerbon T. Nanayakkara K. Althoefer P. Dasgupta A. Menciassi Soft Robotics Technologies to Address Shortcomings in Today's Minimally Invasive Surgery: The STIFF-FLOP Approach Soft Robotics 2014 1 122 131 10.1089/soro.2014.0001
15. N. Cheng, M. B. Lobovsky, S. J. Keating, A. M. Setapen, K. I. Gero, A. E. Hosoi, and K. D. Iagnemma, Design and Analysis of a Robust, Low-cost, Highly Articulated Manipulator Enabled by Jamming of Granular Media, in Proceedings of 2012 IEEE International Conference on Robotics and Automation (ICRA), St. Paul, Minnesota, 2012, pp. 4328-4333 10.1109/ICRA.2012.6225373
16. S. Follmer, D. Leithinger, A. Olwal, N. Cheng and H. Ishii, Jamming user interfaces: programmable particle stiffness and sensing for malleable and shape-changing devices, in Proceedings of the 25th annual ACM symposium on User interface software and technology, Cambridge, Massachusetts, USA, ACM, 2012, pp. 519-528 10.1145/2380116.2380181
17. E. Tsai, A. Hammond, and J. Hill, The BETH Project (Beneficial Technologies for Health): prosthetic socket for custom fit without custom fabrication, available at http://globalchallenge.mit.edu/teams/view/308, web page accessed Jan. 1, 2014
18. K. Dierichs A. Menges Aggregate Structures: Material and Machine Computation of Designed Granular Substances Architect. Des. 2012 82 74 81 10.1002/ad.1382
19. F. Huijben and F. van Herwijnen, Vacuumatics; shaping space by freezing the geometry of structures, Proc. Int'l Conference on Tectonics: Making Meaning 2007, Eindhoven, The Netherlands, 2007, pp. 1-11
20. F. Huijben and F. van Herwijnen, Vacuumatics: vacuumatically prestressed (adaptable) structures, in Proc. 6th International Conference on Computation of Shell and Spatial Structures IASS-IACM 2008 "Spanning Nano to Mega", Cornell University, Ithaca, NY, ed., J. F. Abel, and, J. R. Cooke, Multi Science Publishing, Brentwood, UK, 2008
21. F. Huijben, F. van Herwijnen and R. Nijsse, Vacuumatics 3D-Formwork Systems: Customised Free-Form Solidification, in Structural Membranes 2009 (International Conference on Textile Composites and Inflatable Structures), ed., E. Onate, and, B. Kröplin, Stuttgart, 2009, pp. 1-4
22. D. Bi J. Zhang B. Chakraborty R. P. Behringer Jamming by Shear Nature 2011 480 355 358 10.1038/nature10667
23. P. Chaudhuri L. Berthier S. Sastry Jamming Transitions in Amorphous Packings of Frictionless Spheres Occur over a Continuous Range of Volume Fractions Phys. Rev. Lett. 2010 104 165701 10.1103/physrevlett.104.165701
24. M. P. Ciamarra A. Coniglio A. de Candia Disordered jammed packings of frictionless spheres Soft Matter 2010 6 2975 2981 10.1039/c001904f
25. G. Y. Onoda E. G. Liniger Random Loose Packings of Uniform Spheres and the Dilatancy Onset Phys. Rev. Lett. 1990 64 2727 2730 10.1103/physrevlett.64.2727
26. M. Jerkins M. Schröter H. L. Swinney T. J. Senden M. Saadatfar T. Aste Onset of mechanical stability in random packings of frictional spheres Phys. Rev. Lett. 2008 101 018301 10.1103/physrevlett.101.018301
27. S. Sarkar D. P. Bi J. Zhang R. P. Behringer B. Chakraborty Origin of Rigidity in Dry Granular Solids Phys. Rev. Lett. 2013 111 068301 10.1103/physrevlett.111.068301
28. M. Grob C. Heussinger A. Zippelius Jamming of frictional particles: a nonequilibrium first-order phase transition Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2014 89 050201 10.1103/physreve.89.050201
29. G. Lois J. Blawzdziewicz C. S. O'Hern Jamming transition and new percolation universality classes in particulate systems with attraction Phys. Rev. Lett. 2008 100 028001 10.1103/physrevlett.100.028001
30. V. Trappe V. Prasad L. Cipelletti P. N. Segre D. A. Weitz Jamming phase diagram for attractive particles Nature 2001 411 772 775 10.1038/35081021
31. H. Lipson Challenges and Opportunities for Design, Simulation, and Fabrication of Soft Robots Soft Robotics 2013 1 21 27 10.1089/soro.2013.0007
32. S. Kim C. Laschi B. Trimmer Soft robotics: a bioinspired evolution in robotics Trends Biotechnol. 2013 31 23 30 10.1016/j.tibtech.2013.03.002
33. D. Trivedi C. D. Rahn W. M. Kierb I. D. Walker Soft robotics: Biological inspiration, state of the art, and future research Applied Bionics and Biomechanics 2008 5 99 117 10.1080/11762320802557865
34. F. Ilievski A. D. Mazzeo R. E. Shepherd X. Chen G. M. Whitesides Soft Robotics for Chemists Angew. Chem., Int. Ed. 2011 50 1890 1895 10.1002/anie.201006464
35. C. Majidi Soft Robotics: A Perspective - Current Trends and Prospects for the Future Soft Robotics 2013 1 5 11 10.1089/soro.2013.0001
36. E. Steltz, A. Mozeika, N. Rodenberg, E. Brown and H. M. Jaeger, JSEL: Jamming Skin Enabled Locomotion, IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2009), 2009, pp. 5672-5677, 10.1109/Iros.2009.5354790
37. http://youtu.be/SbqHERKdlK8, available at web page accessed 30/10/2014
38. R. F. Shepherd F. Ilievski W. Choi S. A. Morin A. A. Stokes A. D. Mazzeo X. Chen M. Wang G. M. Whitesides Multigait soft robot Proc. Natl. Acad. Sci. U. S. A. 2011 108 20400 20403 10.1073/pnas.1116564108
39. S. A. Morin R. F. Shepherd S. W. Kwok A. A. Stokes A. Nemiroski G. M. Whitesides Camouflage and Display for Soft Machines Science 2012 337 828 832 10.1126/science.1222149
40. Y. Jiang, J. R. Amend, H. Lipson and A. Saxena, Learning hardware agnostic grasps for a universal jamming gripper, in IEEE International Conference on Robotics and Automation (ICRA) 2012, IEEE, 2012, pp. 2385-2391 10.1109/ICRA.2012.6225049
41. M. Rooker, A. Angerer, J. Capco, C. Heindl, A. Olarra, E. Fuentes, C. Wögerer, and A. Pichler, Flexible Grasping of Electronic Consumer Goods, in Robotics in Smart Manufacturing (Proc. Int. Workshop WRSM 2013 & FAIM 2013), Springer Verlag, Berlin, 2013, pp. 158-169 10.1007/978-3-642-39223-8-15
42. C. Blanes M. Mellado C. Ortiz A. Valera Technologies for robot grippers in pick and place operations for fresh fruits and vegetables Spanish. J. Agr. Res. 2011 9 1130 1141 10.5424/sjar/20110904-501-10
43. F. Qian, K. Daffon, T. Zhang and D. I. Goldman, An Automated System for Systematic Testing of Locomotion on Heterogeneous Granular Media, in Nature-Inspired Mobile Robotics: 16th Int. Conf. on Climbing and Walking Robots and the Support Technologies for Mobile Machines (CLAWAR 2013, Sydney, Australia), ed., K. J. Waldron, M. O. Tokhi, and, G. S. Virk, World Scientific, Singapore, 2013, pp. 547-554, 10.1142/9789814525534-0069
44. R. F. Shepherd A. A. Stokes R. M. D. Nunes G. M. Whitesides Soft Machines that are Resistant to Puncture, and that Self Seal Adv. Mater. 2013 25 6709 6713 10.1002/adma.201303175
45. N. G. Cheng A. Gopinath L. Wang K. Iagnemma A. E. Hosoi Thermally tunable, Self-healing composites for soft robotic applications Macromol. Mater. Eng. 2014 299 1279 1284 10.1002/mame.201400017
46. http://www.empirerobotics.com, available at web page accessed 30/10/2014
47. A. Najmuddin, Y. Fukuoka and S. Ochiai, Experimental development of stiffness adjustable foot sole for use by bipedal robots walking on uneven terrain, in 2012 IEEE/SICE International Symposium on System Integration (SII), IEEE, 2012, pp. 248-253 10.1109/SII.2012.6426940
48. A. J. Loeve O. S. van de Ven J. G. Vogel P. Breedveld J. Dankelman Vacuum packed particles as flexible endoscope guides with controllable rigidity Granular Matter 2010 12 543 554 10.1007/s10035-010-0193-8
49. A. A. Stanley, J. C. Gwilliam, and A. M. Okamura, Haptic Jamming: A Deformable Geometry, Variable Stiffness Tactile Display using Pneumatics and Particle Jamming, in IEEE World Haptics Conference (Daejeon, Korea, 2013), IEEE, 2013, pp. 25-30 10.1109/WHC.2013.6548379
50. U. Knaack, T. Klein and M. Bilow, Deflateables/Imagine 02, 010 Publishers, Rotterdam, The Netherlands, 2008
51. K. Tsubaki, in Matter: Material Processes in Architectural Production, ed., G. P. Borden, and, M. Meredith, Routledge Press, Taylor & Francis Books, London, 2011, pp. 187-203
52. P. Ball Material Witness Material Computation Nat. Mater. 2012 11 362 10.1038/nmat3321
53. A. Menges Material Computation: Higher Integration in Morphogenetic Design Introduction Architect. Des. 2012 82 14 21 10.1002/ad.1374
54. F. Gramazio M. Kohler Made by Robots: Challenging Architecture at the Large Scale Architect. Des. 2014 84 978-1-118-53548-6
55. N. N. Voronina K. V. Horoshenkov A new empirical model for the acoustic properties of loose granular media Appl. Acoust. 2003 64 415 432 10.1016/s0003-682x(02)00105-6
56. T. Brunet X. Jia P. Mills Mechanisms for acoustic absorption in dry and weakly wet granular media Phys. Rev. Lett. 2008 101 138001 10.1103/physrevlett.101.138001
57. C.-J. Hsu D. L. Johnson R. A. Ingale J. J. Valenza N. Gland H. A. Makse Dynamic Effective Mass of Granular Media Phys. Rev. Lett. 2009 102 058001 10.1103/physrevlett.102.058001
58. J. Valenza C.-J. Hsu R. Ingale N. Gland H. A. Makse D. L. Johnson Dynamic effective mass of granular media and the attenuation of structure-borne sound Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2009 80 051304 10.1103/physreve.80.051304
59. L. R. Gomez A. M. Turner M. van Hecke V. Vitelli Shocks near jamming Phys. Rev. Lett. 2012 108 058001 10.1103/physrevlett.108.058001
60. L. R. Gomez A. M. Turner V. Vitelli Uniform shock waves in disordered granular matter Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2012 86 041302 10.1103/physreve.86.041302
61. S. Ulrich N. Upadhyaya B. van Opheusden V. Vitelli Shear shocks in fragile networks Proc. Natl. Acad. Sci. U. S. A. 2013 110 20929 20934 10.1073/pnas.1314468110
62. A. H. Clark A. J. Petersen R. P. Behringer Collisional model for granular impact dynamics Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2014 89 012201 10.1103/physreve.89.012201
63. J. R. Royer B. Conyers E. I. Corwin P. J. Eng H. M. Jaeger The role of interstitial gas in determining the impact response of granular beds Europhys. Lett. 2011 93 28008 10.1209/0295-5075/93/28008
64. J. R. Royer E. I. Corwin P. J. Eng H. M. Jaeger Gas-mediated impact dynamics in fine-grained granular materials Phys. Rev. Lett. 2007 99 038003 10.1103/Physrevlett.99.038003
65. S. R. Waitukaitis L. K. Roth V. Vitelli H. M. Jaeger Dynamic jamming fronts Europhys. Lett. 2013 102 44001 10.1209/0295-5075/102/44001
66. J. C. Burton P. Y. Lu S. R. Nagel Energy Loss at Propagating Jamming Fronts in Granular Gas Clusters Phys. Rev. Lett. 2013 111 188001 10.1103/physrevlett.111.188001
67. J. C. Burton P. Y. Lu S. R. Nagel Collision Dynamics of Particle Clusters in a Two-dimensional Granular Gas Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2013 88 062204 10.1103/physreve.88.062204
68. I. R. Peters H. M. Jaeger Quasi-2D dynamic jamming in cornstarch suspensions: visualization and force measurements Soft Matter 2014 10 6564 6570 10.1039/c4sm00864b
69. S. R. Waitukaitis H. M. Jaeger Impact-activated solidification of dense suspensions via dynamic jamming fronts Nature 2012 487 205 209 10.1038/nature11187
70. N. Fernandez R. Mani D. Rinaldi D. Kadau M. Mosquet H. Lombois-Burger J. Cayer-Barrioz H. J. Herrmann N. D. Spencer L. Isa Microscopic mechanism for the shear-thickening of non-Brownian suspensions Phys. Rev. Lett. 2013 111 108301 10.1103/physrevlett.111.108301
71. A. Fall F. Bertrand G. Ovarlez D. Bonn Yield stress and shear banding in granular suspensions Phys. Rev. Lett. 2009 103 178301 10.1103/physrevlett.103.178301
72. D. P. Kalman R. L. Merrill N. J. Wagner E. D. Wetzel Effect of Particle Hardness on the Penetration Behavior of Fabrics Intercalated with Dry Particles and Concentrated Particle-Fluid Suspensions ACS Appl. Mater. Interfaces 2009 1 2602 2612 10.1021/am900516w
73. A. Srivastava A. Majumdar B. S. Butola Improving the impact resistance performance of Kevlar fabrics using silica based shear thickening fluid Mater. Sci. Eng., A 2011 529 224 229 10.1016/j.msea.2011.09.021
74. J. L. Park B. I. Yoon J. G. Paik T. J. Kang Ballistic performance of p-aramid fabrics impregnated with shear thickening fluid; Part II-Effect of fabric count and shot location Text. Res. J. 2012 82 542 557 10.1177/0040517511420765
75. M. Roché E. Myftiu M. C. Johnston P. Kim H. A. Stone Dynamic Fracture of Nonglassy Suspensions Phys. Rev. Lett. 2013 110 148304 10.1103/PhysRevLett.110.148304
76. C. S. Orellana J. He H. M. Jaeger Electrorheological response of dense strontium titanyl oxalate suspensions Soft Matter 2011 7 8023 8029 10.1039/c1sm05565h
77. A. Baule H. A. Makse Fundamental challenges in packing problems: from spherical to non-spherical particles Soft Matter 2014 10 4423 4429 10.1039/c3sm52783b
78. F. Y. Fraige P. A. Langston G. Z. Chen Distinct element modelling of cubic particle packing and flow Powder Technol. 2008 186 224 240 10.1016/j.powtec.2007.12.009
79. A. Haji-Akbari M. Engel A. S. Keys X. Zheng R. G. Petschek P. Palffy-Muhoray S. C. Glotzer Disordered, quasicrystalline and crystalline phases of densely packed tetrahedra Nature 2009 462 773 777 10.1038/nature08641
80. S. Torquato Y. Jiao Dense packings of the Platonic and Archimedean solids Nature 2009 460 876 879 10.1038/Nature08239
81. A. Jaoshvili A. Esakia M. Porrati P. M. Chaikin Experiments on the random packing of tetrahedral dice Phys. Rev. Lett. 2010 104 185501 10.1103/PhysRevLett.104.185501
82. J. Baker A. Kudrolli Maximum and minimum stable random packings of Platonic solids Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2010 82 061304 10.1103/physreve.82.061304
83. M. Neudecker S. Ulrich S. Herminghaus M. Schröter Jammed Frictional Tetrahedra are Hyperstatic Phys. Rev. Lett. 2013 111 028001 10.1103/physrevlett.111.028001
84. P. W. Cleary M. L. Sawley DEM modelling of industrial granular flows: 3D case studies and the effect of particle shape on hopper discharge Appl. Math. Model. 2002 26 89 111 10.1016/s0307-904x(01)00050-6
85. A. Donev R. Connelly F. H. Stillinger S. Torquato Underconstrained jammed packings of nonspherical hard particles: Ellipses and ellipsoids Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2007 75 051304 10.1103/physreve.75.051304
86. C. F. Schreck N. Xu C. S. O'Hern A comparison of jamming behavior in systems composed of dimer- and ellipse-shaped particles Soft Matter 2010 6 2960 2969 10.1039/c001085e
87. G. W. Delaney P. W. Cleary The packing properties of superellipsoids Europhys. Lett. 2010 89 34002 10.1209/0295-5075/89/34002
88. R. F. Shepherd J. C. Conrad T. Sabuwala G. G. Gioia J. A. Lewis Structural evolution of cuboidal granular media Soft Matter 2012 8 4795 4801 10.1039/c2sm06829j
89. S. Torquato Y. Jiao Organizing principles for dense packings of nonspherical hard particles: Not all shapes are created equal Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2012 86 011102 10.1103/physreve.86.011102
90. R. Ni A. P. Gantapara J. de Graaf R. van Roij M. Dijkstra Phase diagram of colloidal hard superballs: from cubes via spheres to octahedra Soft Matter 2012 8 8826 8834 10.1039/C2sm25813g
91. A. Wouterse S. R. Williams A. P. Philipse Effect of particle shape on the density and microstructure of random packings J. Phys.: Condens. Matter 2007 19 406215 10.1088/0953-8984/19/40/406215
92. A. Wouterse S. Luding A. P. Philipse On contact numbers in random rod packings Granular Matter 2009 11 169 177 10.1007/s10035-009-0126-6
93. J. Zhao S. X. Li P. Lu L. Y. Meng T. Li H. P. Zhu Shape influences on the packing density of frustums Powder Technol. 2011 214 500 505 10.1016/j.powtec.2011.09.013
94. D. O. Potyondy P. A. Cundall A bonded-particle model for rock Int. J. Rock Mech. Min. Sci. 2004 41 1329 1364 10.1016/j.ijrmms.2004.09.011
95. T. Pöschel and T. Schwager, Computational granular dynamics: models and algorithms, Springer-Verlag, Berlin, 2005
96. D. O. Potyondy Simulating stress corrosion with a bonded-particle model for rock Int. J. Rock Mech. Min. Sci. 2007 44 677 691 10.1016/j.ijrmms.2006.10.002
97. M. Kodam R. Bharadwaj J. Curtis B. Hancock C. Wassgren Force model considerations for glued-sphere discrete element method simulations Chem. Eng. Sci. 2009 64 3466 3475 10.1016/j.ces.2009.04.025
98. C. Salot P. Gotteland P. Villard Influence of relative density on granular materials behavior: DEM simulations of triaxial tests Granular Matter 2009 11 221 236 10.1007/s10035-009-0138-2
99. B. Saint-Cyr J. Y. Delenne C. Voivret F. Radjai P. Sornay Rheology of granular materials composed of nonconvex particles Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2011 84 041302 10.1103/physreve.84.041302
100. F. Ludewig N. Vandewalle Strong interlocking of nonconvex particles in random packings Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2012 85 051307 10.1103/physreve.85.051307
101. C. L. Phillips J. A. Anderson G. Huber S. C. Glotzer Optimal Filling of Shapes Phys. Rev. Lett. 2012 108 198304 10.1103/physrevlett.108.198304
102. A. Baulea H. A. Makse Fundamental challenges in packing problems: from spherical to non-spherical particles Soft Matter 2014 10 4423 4429 10.1039/c3sm52783b
103. H. F. Burcharth K. d'Angremond J. W. van der Meer Z. Liu Empirical formula for breakage of Dolosse and Tetrapods Coastal Eng. 2000 40 183 206 10.1016/s0378-3839(00)00010-7
104. S. Remond J. L. Gallias A. Mizrahi Simulation of the packing of granular mixtures of non-convex particles and voids characterization Granular Matter 2008 10 157 170 10.1007/s10035-007-0082-y
105. L. N. Zou X. Cheng M. L. Rivers H. M. Jaeger S. R. Nagel The packing of granular polymer chains Science 2009 326 408 410 10.1126/science.1177114
106. S. A. Galindo-Torres F. Alonso-Marroquin Y. C. Wang D. Pedroso J. D. M. Castano Molecular dynamics simulation of complex particles in three dimensions and the study of friction due to nonconvexity Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2009 79 060301 10.1103/physreve.79.060301
107. I. Malinouskaya V. V. Mourzenko J. F. Thovert P. M. Adler Random packings of spiky particles: Geometry and transport properties Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2009 80 011304 10.1103/physreve.80.011304
108. L. M. Lopatina C. J. O. Reichhardt C. Reichhardt Jamming in granular polymers Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2011 84 011303 10.1103/physreve.84.011303
109. J. de Graaf R. van Roij M. Dijkstra Dense Regular Packings of Irregular Nonconvex Particles Phys. Rev. Lett. 2011 107 155501 10.1103/physrevlett.107.155501
110. E. Brown A. Nasto A. G. Athanassiadis H. M. Jaeger Strain-stiffening in random packings of entangled granular chains Phys. Rev. Lett. 2012 108 108302 10.1103/physrevlett.108.108302
111. N. Gravish S. V. Franklin D. L. Hu D. I. Goldman Entangled Granular Media Phys. Rev. Lett. 2012 108 208001 10.1103/physrevlett.108.208001
112. L. Y. Meng S. X. Li P. Lu T. Li W. W. Jin Bending and elongation effects on the random packing of curved spherocylinders Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2012 86 061309 10.1103/physreve.86.061309
113. A. G. Athanassiadis M. Z. Miskin P. Kaplan N. Rodenberg S. H. Lee J. Merritt E. Brown J. Amend H. Lipson H. M. Jaeger Particle shape effects on the stress response of granular packings Soft Matter 2014 10 48 59 10.1039/c3sm52047a
114. S. Gurer E. Cevik Y. Yuksel A. R. Gunbak Stability of tetrapod breakwaters for different placing methods J. Coastal Res. 2005 21 464 471 10.2112/00079.1
115. M. Laso N. C. Karayiannis K. Foteinopoulou M. L. Mansfield M. Kroger Random packing of model polymers: local structure, topological hindrance and universal scaling Soft Matter 2009 5 1762 1770 10.1039/b820264h
116. A. Jain J. A. Bollinger T. M. Truskett Inverse methods for material design AICHE J. 2014 60 2732 2740 10.1002/aic.14491
117. A. E. Eiben and J. E. Smith, Introduction to evolutionary computing, Springer, New York, 2003
118. N. Hansen S. D. Müller P. Koumoutsakos Reducing the time complexity of the derandomized evolution strategy with covariance matrix adaptation (CMA-ES) Evol. Comput. 2003 11 1 18 10.1162/106365603321828970
119. A. O. Lyakhov A. R. Oganov Evolutionary search for superhard materials: Methodology and applications to forms of carbon and TiO2 Phys. Rev. B: Condens. Matter Mater. Phys. 2011 84 092103 10.1103/physrevb.84.092103
120. A. R. Oganov A. O. Lyakhov M. Valle How Evolutionary Crystal Structure Prediction Works-and Why Acc. Chem. Res. 2011 44 227 237 10.1021/ar1001318
121. E. Bianchi G. Doppelbauer L. Filion M. Dijkstra G. Kahl Predicting patchy particle crystals: Variable box shape simulations and evolutionary algorithms J. Chem. Phys. 2012 136 214102 10.1063/1.4722477
122. L. Filion M. Dijkstra Prediction of binary hard-sphere crystal structures Phys. Rev. E: Stat., Nonlinear, Soft Matter Phys. 2009 79 046714 10.1103/physreve.79.046714
123. N. M. O'Boyle C. M. Campbell G. R. Hutchison Computational Design and Selection of Optimal Organic Photovoltaic Materials J. Phys. Chem. C 2011 115 16200 16210 10.1021/jp202765c
124. R. Taouche N. Rouag Optimization of stress-strain behavior parameters by genetic algorithms method: Application to soft-matrix two-phase alloys Comput. Mech. 2003 30 297 302 10.1007/s00466-002-0405-0
125. M. T. Tolley H. Lipson On-line assembly planning for stochastically reconfigurable systems Int. J. Robot. Res. 2011 30 1566 1584 10.1177/0278364911398160
126. H. Lipson J. B. Pollack Automatic design and manufacture of robotic lifeforms Nature 2000 406 974 978 10.1038/35023115
127. J. Qin G. S. Khaira Y. Su G. P. Garner M. Miskin H. M. Jaeger J. J. de Pablo Optimizing directed self-assembled morphology Soft Matter 2013 9 11467 11472 10.1039/c3sm51971f
128. A. F. Hannon Y. Ding W. B. Bai C. A. Ross A. Alexander-Katz Optimizing Topographical Templates for Directed Self-Assembly of Block Copolymers via Inverse Design Simulations Nano Lett. 2014 14 318 325 10.1021/nl404067s
129. G. S. Khaira J. Qin G. P. Garner S. Xiong L. Wan R. Ruiz H. M. Jaeger P. F. Nealey J. J. de Pablo Evolutionary Optimization of Directed Self-Assembly of Triblock Copolymers on Chemically Patterned Substrates ACS Macro Lett. 2014 3 747 752 10.1021/mz5002349
130. T. I. Zohdi Genetic design of solids possessing a random-particulate microstructure Philos. Trans. R. Soc., A 2003 361 1021 1043 10.1098/rsta.2003.1179
131. R. Zalewski M. Pyrz Experimental study and modeling of polymer granular structures submitted to internal underpressure Mech. Mater. 2013 57 75 85 10.1016/j.mechmat.2012.11.002
132. K. Sobolev A. Amirjanov Application of genetic algorithm for modeling of dense packing of concrete aggregates Construct Build Mater 2010 24 1449 1455 10.1016/j.conbuildmat.2010.01.010
133. M. Z. Miskin H. M. Jaeger Adapting granular materials through artificial evolution Nat. Mater. 2013 12 326 331 10.1038/nmat3543
134. M. Z. Miskin H. M. Jaeger Evolving design rules for the inverse granular packing problem Soft Matter 2014 10 3708 3715 10.1039/c4sm00539b
135. J. P. Rolland B. W. Maynor L. E. Euliss A. E. Exner G. M. Denison J. M. DeSimone Direct Fabrication and Harvesting of Monodisperse, Shape-Specific Nanobiomaterials J. Am. Chem. Soc. 2005 127 10096 10100 10.1021/ja051977c
136. P. F. Damasceno M. Engel S. C. Glotzer Predictive Self-Assembly of Polyhedra into Complex Structures Science 2012 337 453 457 10.1126/science.1220869