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Simulation of hydrodynamically interacting particles confined by a spherical cavity

Christian Aponte-Rivera and Roseanna N. Zia*

  • Robert Frederick Smith School of Chemical and Biomolecular Engineering, Cornell University, Ithaca, New York 14850, USA

  • *zia@cbe.cornell.edu

Phys. Rev. Fluids 1, 023301 – Published 6 June, 2016

DOI: https://doi.org/10.1103/PhysRevFluids.1.023301

Abstract

We present a theoretical framework to model the behavior of a concentrated colloidal dispersion confined inside a spherical cavity. Prior attempts to model such behavior were limited to a single enclosed particle and attempts to enlarge such models to two or more particles have seen limited success owing to the challenges of accurately modeling many-body and singular hydrodynamic interactions. To overcome these difficulties, we have developed a set of hydrodynamic mobility functions that couple particle motion with hydrodynamic traction moments that, when inverted and combined with near-field resistance functions, form a complete coupling tensor that accurately captures both the far-field and near-field physics and is valid for an arbitrary number of spherical particles enclosed by a spherical cavity of arbitrary relative size a/R, where a and R are the particle and cavity size, respectively. This framework is then utilized to study the effect of spherical confinement on the self- and entrained motion of the colloids, for a range of particle-to-cavity size ratios. The self-motion of a finite-size enclosed particle is studied first, recovering prior results published in the literature: The hydrodynamic mobility of the particle is greatest at the center of the cavity and decays as (a/R)/(1y2), where y is the particle distance to the cavity center. Near the cavity wall, the no-slip surfaces couple strongly and mobility along the cavity radius vanishes as ξR(a+y), where y is center-to-center distance from particle to cavity. Corresponding motion transverse to the cavity radius vanishes as [ln(1/ξ)]1. The effect of confinement on entrainment of a particle in the flow created by the motion of others is also studied, where we find that confinement exerts a qualitative effect on the strength and anisotropy of entrainment of a passive particle dragged by the flow of a forced particle. As expected, entrainment strength decays with increased distance from the forced particle. Surprisingly, however, there is a separation beyond which entrainment changes sign. For some configurations, the passive particle is dragged along with the forced particle, and at others, it is driven in the opposite direction, consistent with observations of recirculating flow and reverse particle migration in eukaryotic cells. The mobility functions presented here can be utilized to model the motion of any number of enclosed particles, making them ideal for use in dynamic simulation.

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References (128)

  1. C. P. Brangwynne, G. H. Koenderink, F. C. MacKintosh, and D. A. Weitz, Intracellular transport by active diffusion, Trends Cell Biol. 19, 423 (2009).
  2. A. Wodarz, Establishing cell polarity in development, Nat. Cell Biol. 4, 39 (2002).
  3. A. Golden, Cytoplasmic flow and the establishment of polarity in C. elegans 1-cell embryos, Curr. Opin. Genet. Dev. 10, 414 (2000).
  4. P. Gönczy and L. S. Rose, Asymmetric cell division and axis formation in the embryo, WormBook, 2005, available at http://www.wormbook.org/chapters/www_asymcelldiv/asymcelldiv.html
  5. J. C. Crocker and B. D. Hoffman, Multiple-particle tracking and two-point microrheology in cells, Methods Cell Biol. 83, 141 (2007).
  6. A. S. Verkman, Solute and macromolecule diffusion in cellular aqueous compartments, Trends Biochem. Sci. 27, 27 (2002).
  7. G. K. Batchelor, Brownian diffusion of particles with hydrodynamic interaction, J. Fluid Mech. 74, 1 (1976).
  8. J. Bergenholtz, J. F. Brady, and M. Vicic, The non-Newtonian rheology of dilute colloidal suspensions, J. Fluid Mech. 456, 239 (2002).
  9. T. M. Squires and J. F. Brady, A simple paradigm for active and nonlinear microrheology, Phys. Fluids 17, 073101 (2005).
  10. A. S. Khair and J. F. Brady, Single particle motion in colloidal dispersions: A simple model for active and nonlinear microrheology, J. Fluid Mech. 557, 73 (2006).
  11. R. N. Zia and J. F. Brady, Stress development, relaxation, and memory in colloidal dispersions: Transient nonlinear microrheology, J. Rheol. 57, 457 (2013).
  12. J. F. Brady and G. Bossis, The rheology of concentrated suspensions of spheres in simple shear flow by numerical simulation, J. Fluid Mech. 155, 105 (1985).
  13. N. J. Wagner and J. F. Brady, Shear thickening in colloidal dispersions, Phys. Today 62(10), 27 (2009).
  14. J. W. Swan and R. N. Zia, Active microrheology: Fixed-velocity versus fixed-force, Phys. Fluids 25, 083303 (2013).
  15. D. Leighton and A. Acrivos, The shear-induced migration of particles in concentrated suspensions, J. Fluid Mech. 181, 415 (1987).
  16. J. F. Brady and J. F. Morris, Microstructure of strongly sheared suspensions and its impact on rheology and diffusion, J. Fluid Mech. 348, 103 (1997).
  17. R. N. Zia and J. F. Brady, Single-particle motion in colloids: Force-induced diffusion, J. Fluid Mech. 658, 188 (2010).
  18. N. J. Hoh and R. N. Zia, Hydrodynamic diffusion in active microrheology of non-colloidal suspensions: the role of interparticle forces, J. Fluid Mech. 785, 189 (2015).
  19. N. J. Hoh and R. N. Zia, Force-induced diffusion in suspensions of hydrodynamically interacting colloids, J. Fluid Mech. 795, 739 (2016).
  20. J. F. Brady and M. Vicic, Normal stresses in colloidal suspensions, J. Rheol. 39, 545 (1995).
  21. D. R. Foss and J. F. Brady, Structure, diffusion and rheology of Brownian suspensions by Stokesian dynamics simulation, J. Fluid Mech. 407, 167 (2000).
  22. R. N. Zia and J. F. Brady, Microviscosity, microdiffusivity, and normal stresses in colloidal dispersions, J. Rheol. 56, 1175 (2012).
  23. H. C. W. Chu and R. N. Zia, Normal stresses and energy storage in suspensions of hydrodynamically interacting colloids via active microrheology (unpublished).
  24. H. C. W. Chu and R. N. Zia, The non-Newtonian rheology of hydrodynamically interacting colloids via active, nonlinear microrheology (unpublished).
  25. R. A. Lionberger and W. B. Russel, High frequency modulus of hard sphere colloids, J. Rheol. 38, 1885 (1994).
  26. R. A. Lionberger and W. B. Russel, Effectiveness of nonequilibrium closures for the many body forces in concentrated colloidal dispersions, J. Chem. Phys. 106, 402 (1997).
  27. R. A. Lionberger and W. B. Russel, A Smoluchowski theory with simple approximations for hydrodynamic interactions in concentrated dispersions, J. Rheol. 41, 399 (1997).
  28. R. N. Zia, J. W. Swan, and Y. Su, Pair mobility functions for rigid spheres in concentrated colloidal dispersions: Force, torque, translation, and rotation, J. Chem. Phys. 143, 224901 (2015).
  29. P. J. Hoogerbrugge and J. M. V. A. Koelman, Simulating microscopic hydrodynamic phenomena with dissipative particle dynamics, Europhys. Lett. 19, 155 (2007).
  30. S. Chen and G. D. Doolen, Lattice Boltzmann method for fluid flows, Annu. Rev. Fluid Mech. 30, 329 (1998).
  31. J. F. Brady and G. Bossis, Stokesian dynamics, Annu. Rev. Fluid Mech. 20, 111 (1988).
  32. P. Habdas and E. R. Weeks, Video microscopy of colloidal suspensions and colloidal crystals, Curr. Opin. Colloid Interface Sci. 7, 196 (2002).
  33. X. Cheng, J. H. McCoy, J. N. Israelachvili, and I. Cohen, Imaging the microscopic structure of shear thinning and thickening colloidal suspensions, Science 333, 1276 (2011).
  34. G. L. Hunter, K. V. Edmond, and E. R. Weeks, Boundary Mobility Controls Glassiness in Confined Colloidal Liquids, Phys. Rev. Lett. 112, 218302 (2014).
  35. B. Xu and J. F. Gilchrist, Microstructure of sheared monosized colloidal suspensions resulting from hydrodynamic and electrostatic interactions, J. Chem. Phys. 140, 204903 (2014).
  36. B. J. Ackerson and N. A. Clark, Sheared colloidal suspensions, Physica A 118, 221 (1983).
  37. N. J. Wagner and W. B. Russel, Light scattering measurements of a hard-sphere suspension under shear, Phys. Fluids A 2, 491 (1990).
  38. J. W. Bender and N. J. Wagner, Optical measurement of the contributions of colloidal forces to the rheology of concentrated suspensions, J. Colloid Interface Sci. 172, 171 (1995).
  39. R. Butera, M. Wolfe, J. Bender, and N. Wagner, Formation of a Highly Ordered Colloidal Microstructure Upon Flow Cessation from High Shear Rates, Phys. Rev. Lett. 77, 2117 (1996).
  40. Y. S. Lee and N. J. Wagner, Rheological properties and small-angle neutron scattering of a shear thickening, nanoparticle dispersion at high shear rates, Ind. Eng. Chem. Res. 45, 7015 (2006).
  41. C. Gao, S. D. Kulkarni, J. F. Morris, and J. F. Gilchrist, Direct investigation of anisotropic suspension structure in pressure-driven flow, Phys. Rev. E 81, 041403 (2010).
  42. K. A. Gurnon and N. J. Wagner, Large amplitude oscillatory shear (LAOS) measurements to obtain constitutive equation model parameters: Giesekus model of banding and nonbanding wormlike micelles, J. Rheol. 56, 333 (2012).
  43. M. E. Helgeson, N. J. Wagner, and L. Porcar, Investigating the structural mechanisms of shear banding using spatially-resolved flow-SANS, Accomplishments and Opportunities, edited by R. L. Cappelletti, NIST No. 1089 (U.S. GPO, Washington, DC, 2008), p. 42.
  44. J. R. Blake, A note on the image system for a Stokeslet in a no-slip boundary, Math. Proc. Cambridge Philos. Soc. 70, 303 (1971).
  45. M. D. A. Cooley and M. E. O'Neill, On the slow motion generated in a viscous fluid by the approach of a sphere to a plane wall or stationary sphere, Mathematika 16, 37 (1969).
  46. M. E. O'Neill and K. Stewartson, On the slow motion of a sphere parallel to a nearby plane wall, J. Fluid Mech. 27, 705 (1967).
  47. J. W. Swan and J. F. Brady, Simulation of hydrodynamically interacting particles near a no-slip boundary, Phys. Fluids 19, 113306 (2007).
  48. S. H. Lee, R. S. Chadwick, and L. G. Leal, Motion of a sphere in the presence of a plane interface. Part 1. An approximate solution by generalization of the method of Lorentz, J. Fluid Mech. 93, 705 (1979).
  49. S. H. Lee and L. G. Leal, Motion of a sphere in the presence of a plane interface. Part 2. An exact solution in bipolar co-ordinates, J. Fluid Mech. 98, 193 (1980).
  50. C. Berdan and L. G. Leal, Motion of a sphere in the presence of a deformable interface, J. Colloid Interface Sci. 87, 62 (1982).
  51. A. S. Geller, S. H. Lee, and L. G. Leal, The creeping motion of a spherical particle normal to a deformable interface, J. Fluid Mech. 169, 27 (1986).
  52. J. W. Swan and J. F. Brady, Particle motion between parallel walls: Hydrodynamics and simulation, Phys. Fluids 22, 103301 (2010).
  53. J. W. Swan and J. F. Brady, The hydrodynamics of confined dispersions, J. Fluid Mech. 687, 254 (2011).
  54. J. W. Swan and J. F Brady, Anisotropic diffusion in confined colloidal dispersions: The evanescent diffusivity, J. Chem. Phys. 135, 014701 (2011).
  55. D. Goulding and J.-P. Hansen, Effective interaction between charged colloidal particles near a surface, Mol. Phys. 95, 649 (1998).
  56. E. Yariv and H. Brenner, Near-contact electrophoretic motion of a sphere parallel to a planar wall, J. Fluid Mech. 484, 85 (2003).
  57. V. N. Michailidou, G. Petekidis, J. W. Swan, and J. F. Brady, Dynamics of Concentrated Hard-Sphere Colloids Near a Wall, Phys. Rev. Lett. 102, 068302 (2009).
  58. G. L. Lukacs, P. Haggie, O. Seksek, D. Lechardeur, N. Freedman, and A. S. Verkman, Size-dependent DNA mobility in cytoplasm and nucleus, J. Biol. Chem. 275, 1625 (2000).
  59. K. Luby-Phelps, Cytoarchitecture and physical properties of cytoplasm: Volume, viscosity. diffusion, intracellular surface area, Int. Rev. Cytol. 192, 189 (2000).
  60. C. L. Asbury, A. N. Fehr, and S. M. Block, Kinesin moves by an asymmetric hand-over-hand mechanism, Science 302, 2130 (2003).
  61. S. M. Block, Kinesin motor mechanics: Binding, stepping, tracking, gating, and limping,, Biophys. J. 92, 2986 (2007).
  62. C. P. Brangwynne, G. H. Koenderink, F. C. MacKintosh, and D. A. Weitz, Cytoplasmic diffusion: Molecular motors mix it up, J. Cell Biol. 183, 583 (2008).
  63. D. Wirtz, Particle-tracking microrheology of living cells: Principles and applications, Annu. Rev. Biophys. 38, 3282 (2009).
  64. J. A. Dix and A. S. Verkman, Crowding effects on diffusion in solutions and cells, Annu. Rev. Biophys. 37, 247 (2008).
  65. B. R. Daniels, B. C. Masi, and D. Wirtz, Probing single-cell micromechanics in vivo: The microrheology of C. elegans developing embryos, Biophys. J. 90, 4712 (2006).
  66. R. E. Goldstein, I. Tuval, and J.-W. van de Meent, Microfluidics of cytoplasmic streaming and its implications for intracellular transport, Proc. Natl. Acad. Sci. U.S.A. 105, 3663 (2008).
  67. R. Niwayama, K. Shinohara, and A. Kimura, Hydrodynamic property of the cytoplasm is sufficient to mediate cytoplasmic streaming in the Caenorhabiditis elegans embryo, Proc. Natl. Acad. Sci. U.S.A. 108, 111900 (2011).
  68. D. A. Lauffenburger and J. J. Linderman, Receptors: Models for Binding, Trafficking, and Signalling (Oxford University Press, Oxford, 1993).
  69. A. W. C. Lau, B. D. Hoffmann, A. Davies, J. C. Crocker, and T. C. Lubensky, Microrheology, Stress Fluctuations, and Active Behavior of Living Cells, Phys. Rev. Lett. 91, 198101 (2003).
  70. J. Suh, D. Wirtz, and J. Hanes, Efficient active transport of gene nanocarriers to the cell nucleus, Proc. Natl. Acad. Sci. U.S.A. 100, 3738 (2003).
  71. R. P. Kulkarni, D. D. Wu, M. E. Davis, and S. E. Fraser, Quantitating intracellular transport of polyplexes by spatiotemporal image correlation microscopy, Proc. Natl. Acad. Sci. U.S.A. 102, 7523 (2005).
  72. J. S. H. Lee, P. Panorchan, C. M. Hale, S. B. Khatau, T. P. Kole, Y. Tseng, and D. Wirtz, Ballistic intracellular nanorheology reveals ROCK-hard cytoplasmic stiffening response to fluid flow, J. Cell Sci. 119, 17608 (2006).
  73. A. P. Minton, The effective hard particle model provides a simple, robust and broadly applicable description of nonideal behavior in concentrated solutions of bovine serum albumin and other nonassociating proteins, J. Pharm. Sci. 96, 3466 (2007).
  74. C. R. Cowan and A. A. Hyman, Acto-myosin reorganization and PAR polarity in C. elegans, Development 134, 1035 (2007).
  75. Anomalous Transport: Foundations and Applications, edited by R. Klages, R. Günter, and I. M. Sokolov (Wiley-VCH, Weinheim, 2008).
  76. K. Lipkow and D. J. Odde, Model for protein concentration gradients in the cytoplasm, Cell. Mol. Bioeng. 1, 84 (2008).
  77. A. G. Hendricks, B. I. Epureanu, and E. Meyhöfer, Collective dynamics of kinesin, Phys. Rev. E 79, 031929 (2009).
  78. B. D. Hoffman and J. C. Crocker, Cell mechanics: Dissecting the physical responses of cells to force, Annu. Rev. Biomed. Eng. 11, 259 (2009).
  79. E. Voronina, The diverse functions of germline P-granules in Caenorhabditis elegans, Mol. Reprod. Dev. 80, 624 (2013).
  80. A. E. Cervantes-Martínez, A. Ramírez-Saito, R. Armenta-Calderón, M. A. Ojeda-López, and J. L. Arauz-Lara, Colloidal diffusion inside a spherical cell, Phys. Rev. E 83, 030402 (2011).
  81. C. Kozlowski, M. Srayko, and F. Nédélec, Cortical microtubule contacts position the spindle in C. elegans embryos, Cell 129, 499 (2007).
  82. T. Shinar, M. Mana, F. Piano, and M. J. Shelley, A model of cytoplasmically driven microtubule-based motion in the single-celled Caenorhabditis elegans embryo, Proc. Natl. Acad. Sci. U.S.A. 108, 10508 (2011).
  83. A. L. Zydney, Boundary effects on the electrophoretic motion of a charged particle in a spherical cavity, J. Colloid Interface Sci. 169, 476 (1994).
  84. N. S. Pujar and A. L. Zydney, Boundary effects on the sedimentation and hindered diffusion of charged particles, AIChE J. 42, 2101 (1996).
  85. E. Lee, J.-W. Chu, and J.-P. Hsu, Electrophoretic mobility of a sphere in a spherical cavity, J. Colloid Interface Sci. 205, 65 (1998).
  86. J.-P. Hsu, S.-H. Hung, and C.-Y. Kao, Electrophoresis of a sphere at an arbitrary position in a spherical cavity, Langmuir 18, 8897 (2002).
  87. S.-H. Lou, E. Lee, and J.-P. Hsu, Dynamic electrophoresis of a sphere in a spherical cavity: Arbitrary surface potential, J. Colloid Interface Sci. 285, 865 (2005).
  88. H. J. Keh and T. H. Hsieh, Electrophoresis of a colloidal sphere in a spherical cavity with arbitrary zeta potential distributions, Langmuir 23, 7928 (2007).
  89. H. J. Keh and T. H. Hsieh, Electrophoresis of a colloidal sphere in a spherical cavity with arbitrary zeta potential distributions and arbitrary double-layer thickness, Langmuir 24, 390 (2008).
  90. E. Lee, J.-W. Chu, and J.-P. Hsu, Electrophoretic mobility of a spherical particle in a spherical cavity, J. Colloid Interface Sci. 196, 316 (1997).
  91. J.-P. Hsu, L.-H. Yeh, and Z.-S. Chen, Effect of a charged boundary on electrophoresis: A sphere at an arbitrary position in a spherical cavity, J. Colloid Interface Sci. 310, 281 (2007).
  92. J.-P. Hsu, Z.-S. Chen, M.-H. Ku, and L.-H. Yeh, Effect of charged boundary on electrophoresis: Sphere in spherical cavity at arbitrary potential and double-layer thickness, J. Colloid Interface Sci. 314, 256 (2007).
  93. J.-P. Hsu and Z.-S. Chen, Effects of double-layer polarization and electroosmotic flow on the electrophoresis of an ellipsoid in a spherical cavity, J. Phys. Chem. B 112, 11270 (2008).
  94. C.-P. Tung, E. Lee, and J.-P. Hsu, Dynamic electrophoretic mobility of a sphere in a spherical cavity, J. Colloid Interface Sci. 260, 118 (2003).
  95. T. C. Lee and H. J. Keh, Electrophoresis of a spherical particle in a spherical cavity, Microfluid. Nanofluid. 16, 1107 (2014).
  96. E. Lee, W.-L. Min, and J.-P. Hsu, Dynamic electrophoresis of a droplet in a spherical cavity, Langmuir 22, 3920 (2006).
  97. H. J. Keh and J. H. Chang, Boundary effects on the creeping-flow and thermophoretic motions of an aerosol particle in a spherical cavity, Chem. Eng. Sci. 53, 2365 (1998).
  98. E. Lee, Y.-P. Tang, and J.-P. Hsu, Electrophoresis of a membrane-coated sphere in a spherical cavity, Langmuir 20, 9415 (2004).
  99. E. Lee, T.-H. Huang, and J.-P. Hsu, Sedimentation of a composite particle in a spherical cavity, Langmuir 21, 1729 (2005).
  100. H. J. Keh and T. C. Lee, Axisymmetric creeping motion of a slip spherical particle in a nonconcentric spherical cavity, Theor. Comput. Fluid Dyn. 24, 497 (2010).
  101. J. P. Hsu, W. L. Hsu, and Z. S. Chen, Boundary effect on diffusiophoresis: spherical particle in a spherical cavity, Langmuir 25, 1772 (2009).
  102. M. Wojciechowski, P. Szymczak, and M. Cieplak, The influence of hydrodynamic interactions on protein dynamics in confined and crowded spaces-assessment in simple models, Phys. Biol. 7, 046011 (2010).
  103. G. K. Batchelor, Sedimentation in a dilute dispersion of spheres, J. Fluid Mech. 52, 245 (1972).
  104. G. K. Batchelor and J. T. Green, The hydrodynamic interaction of two small freely-moving spheres in a linear flow field, J. Fluid Mech. 56, 375 (1972).
  105. D. J. Jeffrey and Y. Onishi, Calculation of the resistance and mobility functions for two unequal rigid spheres in low-Reynolds-number flow, J. Fluid Mech. 139, 261 (1984).
  106. S. Kim and S. J. Karrila, Microhydrodynamics: Principles and Selected Applications (Butterworth-Heinemann, Boston, 1991).
  107. D. J. Jeffrey, The calculation of the low Reynolds number resistance functions for two unequal spheres, Phys. Fluids 4, 16 (1992).
  108. E. Cunningham, On the velocity of steady fall of spherical particles through fluid medium, Proc. R. Soc. London Ser. A 83, 357 (1910).
  109. M. E. O'Neill and R. Majumdar, Asymmetrical slow viscous fluid motions caused by the translation or rotation of two spheres. Part I: The determination of exact solutions for any values of the ratio of radii and separation parameters, Z. Angew. Math. Phys. 21, 164 (1970).
  110. M. E. O'Neill and S. R. Majumdar, Asymmetrical slow viscous fluid motions caused by the translation or rotation of two spheres. Part II: Asymptotic forms of the solutions when the minimum clearance, Z. Angew Math. Phys. 21, 180 (1970).
  111. R. B. Jones, in Theoretical Methods for Micro Scale Viscous Flows, edited by F. Feuillebois and A. Sellier (Transworld Research Network, Kerala, 2009), Chap. 4, pp. 61–104.
  112. G. Bossis and J. F. Brady, The rheology of Brownian suspensions, J. Chem. Phys. 91, 1866 (1989).
  113. T. M. Phung, J. F. Brady, and G. Bossis, Stokesian dynamics simulation of Brownian suspensions, J. Fluid Mech. 313, 181 (1996).
  114. A. Sierou and J. F. Brady, Rheology and microstructure in concentrated noncolloidal suspensions, J. Rheol. 46, 1031 (2002).
  115. C. W. Oseen, Neuere Methoden und Ergebnisse in der Hydrodynamik (Akademische Verlagsgesellschaft m.b.h., Leipzig, 1927), p. 337.
  116. A. Sellier, Slow viscous motion of a solid particle in a spherical cavity, Comput. Model. Eng. Sci. 25, 165 (2008).
  117. C. Maul and S. Kim, Image systems for a Stokeslet inside a rigid spherical container, Phys. Fluids 6, 2221 (1994).
  118. C. Maul and S. Kim, Image of a point force in a spherical container and its connection to the Lorentz reflection formula, J. Eng. Math. 30, 119 (1996).
  119. O. A. Ladyzhenskaya, The Mathematical Theory of Viscous Incompressible Flow, 2nd ed. (Gordon and Breach, New York, 1969), p. 224.
  120. C. W. J. Beenakker and P. Mazur, Many-sphere hydrodynamic interactions: IV. Wall-effects inside a spherical container, Physica A 131, 311 (1985).
  121. B. U. Felderhof and A. Sellier, Mobility matrix of a spherical particle translating and rotating in a viscous fluid confined in a spherical cell, and the rate of escape from the cell, J. Chem. Phys. 136, 054703 (2012).
  122. C. Aponte-Rivera, Y. Su, and R. N. Zia, Equilibrium diffusion in concentrated, 3D confined suspensions (unpublished).
  123. L. Durlofsky, J. F. Brady, and G. Bossis, Dynamic simulation of hydrodynamically interacting particles, J. Fluid Mech. 180, 21 (1987).
  124. E. Lushi, H. Wioland, and R. E. Goldstein, Fluid flows created by swimming bacteria drive self-organization in confined suspensions, Proc. Natl. Acad. Sci. U.S.A. 111, 9733 (2014).
  125. R. E. DeWames, W. F. Hall, and M. C. Shen, On the molecular theories of polymer solutions, J. Chem. Phys. 46, 2782 (1967).
  126. R. Zwanzig, J. Kiefer, and G. H. Weiss, On the validity of the Kirkwood-Riseman theory, Proc. Natl. Acad. Sci. U.S.A. 60, 381 (1968).
  127. J. Rotne and S. Prager, Variational treatment of hydrodynamic interaction in polymers, J. Chem. Phys. 50, 4831 (1969).
  128. C. P. Brangwynne, C. R. Eckmann, D. S. Courson, A. Rybarska, C. Hoege, J. Gharakhani, F. Jülicher, and A. A. Hyman, Germline P-granules are liquid droplets that localize by controlled dissolution/condensation, Science 324, 1729 (2009).

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