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Particle-resolved LBM-DEM simulations of sheared suspensions using Lees–Edwards boundary conditions

Yasushi Mino*

Hazuki Tanaka, Koichi Nakaso, and Kuniaki Gotoh

Rei Tatsumi

  • Department of Chemical and Environmental Engineering, The University of Kitakyushu, 1-1 Hibikino, Wakamatsu-ku, Kitakyushu, Fukuoka 808-0135, Japan

  • Division of Applied Chemistry, Graduate School of Natural Science and Technology, Okayama University, 3-1-1 Tsushima-naka, Kita-ku, Okayama 700-8530, Japan

  • Products Innovation Association, 2-11-16 Yayoi, Bunkyo-ku, Tokyo 113-8656, Japan

  • *Contact author: y-mino@kitakyu-u.ac.jp

Phys. Rev. Fluids 11, 044901 – Published 1 April, 2026

DOI: https://doi.org/10.1103/vrng-v5pb

Abstract

We present a particle-resolved simulation method for analyzing the rheology of suspensions consisting of noncolloidal, monodisperse, spherical particles dispersed in an incompressible Newtonian fluid. The method employs the lattice Boltzmann method for fluid flow and the discrete element method for particle dynamics, coupled through the improved smoothed profile approach. Lees–Edwards (LE) boundary conditions are implemented to enable efficient simulations of suspensions under shear flow. Verification tests confirm the correct implementations of the LE boundary conditions and the method for evaluating the apparent viscosity of suspensions. Applications to suspension shear flows over a wide range of particle volume fractions and interparticle friction coefficients show good agreement with previous experimental and numerical results, and capture the transition in the dominant mechanisms controlling suspension viscosity with increasing particle volume fraction, from the suspending fluid viscosity, to fluid–particle hydrodynamic interactions, and finally to particle–particle direct contacts. These results demonstrate that the proposed method provides an efficient, robust, and accurate tool for numerical investigations of suspension rheology.

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References (47)

  1. R. Mari, R. Seto, J. F. Morris, and M. M. Denn, Shear thickening, frictionless and frictional rheologies in non-Brownian suspensions, J. Rheol. 58, 1693 (2014).
  2. J. Comtet, G. Chatté, A. Nigues, L. Bocquet, A. Siria, and A. Colin, Pairwise frictional profile between particles determines discontinuous shear thickening transition in non-colloidal suspensions, Nat. Commun. 8, 15633 (2017).
  3. M. Wang, S. Jamali, and J. F. Brady, A hydrodynamic model for discontinuous shear-thickening in dense suspensions, J. Rheol. 64, 379 (2020).
  4. B. J. Maranzano and N. J. Wagner, The effects of particle size on reversible shear thickening of concentrated colloidal dispersions, J. Chem. Phys. 114, 10514 (2001).
  5. V. Rathee, A. Monti, M. E. Rosti, and A. Q. Shen, Shear thickening behavior in dense repulsive and attractive suspensions of hard spheres, Soft Matter 17, 8047 (2021).
  6. R. I. Tanner, Rheology of noncolloidal suspensions with non-Newtonian matrices, J. Rheol. 63, 705 (2019).
  7. M. M. Denn and J. F. Morris, Rheology of non-Brownian suspensions, Annu. Rev. Chem. Biomol. Eng. 5, 203 (2014).
  8. É. Guazzelli and O. Pouliquen, Rheology of dense granular suspensions, J. Fluid Mech. 852, P1 (2018).
  9. R. I. Tanner, Aspects of non-colloidal suspension rheology, Phys. Fluids 30, 101301 (2018).
  10. J. F. Morris, Shear thickening of concentrated suspensions: Recent developments and relation to other phenomena, Annu. Rev. Fluid Mech. 52, 121 (2020).
  11. J. F. Brady, G. Bossis, et al., Stokesian dynamics, Annu. Rev. Fluid Mech. 20, 111 (1988).
  12. P. A. Cundall and O. D. Strack, A discrete numerical model for granular assemblies, Géotechnique 29, 47 (1979).
  13. A. Monti, V. Rathee, A. Q. Shen, and M. E. Rosti, A fast and efficient tool to study the rheology of dense suspensions, Phys. Fluids 33, 103314 (2021).
  14. S. Gallier, E. Lemaire, F. Peters, and L. Lobry, Rheology of sheared suspensions of rough frictional particles, J. Fluid Mech. 757, 514 (2014).
  15. D. H. Johnson, F. Vahedifard, B. Jelinek, and J. F. Peters, Micromechanical modeling of discontinuous shear thickening in granular media-fluid suspension, J. Rheol. 61, 265 (2017).
  16. E. Lorenz, V. Sivadasan, D. Bonn, and A. G. Hoekstra, Combined lattice–Boltzmann and rigid-body method for simulations of shear-thickening dense suspensions of hard particles, Comput. Fluids 172, 474 (2018).
  17. Y. Thorimbert, F. Marson, A. Parmigiani, B. Chopard, and J. Lätt, Lattice Boltzmann simulation of dense rigid spherical particle suspensions using immersed boundary method, Comput. Fluids 166, 286 (2018).
  18. Pradipto and H. Hayakawa, Simulation of dense non-Brownian suspensions with the lattice Boltzmann method: Shear jammed and fragile states, Soft Matter 16, 945 (2020).
  19. S. Srinivasan, H. E. Van den Akker, and O. Shardt, The effect of electric double layers, zeta potential and pH on apparent viscosity of non-Brownian suspensions, AIChE J. 69, e18171 (2023).
  20. S. Gallier, F. Peters, and L. Lobry, Simulations of sheared dense noncolloidal suspensions: Evaluation of the role of long-range hydrodynamics, Phys. Rev. Fluids 3, 042301(R) (2018).
  21. S. Jafari, R. Yamamoto, and M. Rahnama, Lattice-Boltzmann method combined with smoothed-profile method for particulate suspensions, Phys. Rev. E 83, 026702 (2011).
  22. R. Yamamoto, J. J. Molina, and Y. Nakayama, Smoothed profile method for direct numerical simulations of hydrodynamically interacting particles, Soft Matter 17, 4226 (2021).
  23. T. Krüger, H. Kusumaatmaja, A. Kuzmin, O. Shardt, G. Silva, and E. M. Viggen, The Lattice Boltzmann Method (Springer, Cham, 2017).
  24. T. lnamuro, M. Yoshino, and K. Suzuki, An Introduction to the Lattice Boltzmann Method: A Numerical Method for Complex Boundary and Moving Boundary Flows (World Scientific, Singapore and Maruzen, Tokyo, 2022).
  25. Y. Mino, H. Shinto, S. Sakai, and H. Matsuyama, Effect of internal mass in the lattice Boltzmann simulation of moving solid bodies by the smoothed-profile method, Phys. Rev. E 95, 043309 (2017).
  26. Y. Mino and H. Shinto, Lattice Boltzmann method for simulation of wettable particles at a fluid-fluid interface under gravity, Phys. Rev. E 101, 033304 (2020).
  27. Y. Mino, H. Tanaka, K. Nakaso, K. Gotoh, and H. Shinto, Lattice Boltzmann model for capillary interactions between particles at a liquid-vapor interface under gravity, Phys. Rev. E 105, 045316 (2022).
  28. A. W. Lees and S. F. Edwards, The computer study of transport processes under extreme conditions, J. Phys. C 5, 1921 (1972).
  29. A. J. Wagner and I. Pagonabarraga, Lees–Edwards boundary conditions for lattice Boltzmann, J. Stat. Phys. 107, 521 (2002).
  30. E. Lorenz, A. G. Hoekstra, and A. Caiazzo, Lees-Edwards boundary conditions for lattice Boltzmann suspension simulations, Phys. Rev. E 79, 036706 (2009).
  31. G. Zhou, L. Wang, X. Wang, and W. Ge, Galilean-invariant algorithm coupling immersed moving boundary conditions and Lees-Edwards boundary conditions, Phys. Rev. E 84, 066701 (2011).
  32. E. J. Javaran, M. Rahnama, and S. Jafari, Combining Lees–Edwards boundary conditions with smoothed profile-lattice Boltzmann methods to introduce shear into particle suspensions, Adv. Powder Technol. 24, 1109 (2013).
  33. Y. Mino, H. Tanaka, K. Nakaso, and K. Gotoh, Numerical simulations of particle suspensions under shear flow using a combined lattice Boltzmann and discrete element method, J. Soc. Powder Technol. 60, 607 (2023).
  34. Y. Tsuji, T. Kawaguchi, and T. Tanaka, Discrete particle simulation of two-dimensional fluidized bed, Powder Technol. 77, 79 (1993).
  35. H. P. Kuo, P. C. Knight, D. Parker, Y. Tsuji, M. Adams, and J. Seville, The influence of DEM simulation parameters on the particle behaviour in a V-mixer, Chem. Eng. Sci. 57, 3621 (2002).
  36. G. Batchelor, The stress system in a suspension of force-free particles, J. Fluid Mech. 41, 545 (1970).
  37. J. J. Molina, K. Otomura, H. Shiba, H. Kobayashi, M. Sano, and R. Yamamoto, Rheological evaluation of colloidal dispersions using the smoothed profile method: Formulation and applications, J. Fluid Mech. 792, 590 (2016).
  38. J. F. Morris, Toward a fluid mechanics of suspensions, Phys. Rev. Fluids 5, 110519 (2020).
  39. A. J. Ladd, Numerical simulations of particulate suspensions via a discretized Boltzmann equation. Part 1. Theoretical foundation, J. Fluid Mech. 271, 285 (1994).
  40. A. Einstein, Berichtigung zu meiner Arbeit: Eine neue Bestimmung der Moleküldimensionen, Ann. Phys. 339, 591 (1911).
  41. G. Batchelor and J. Green, The determination of the bulk stress in a suspension of spherical particles to order c2, J. Fluid Mech. 56, 401 (1972).
  42. D. G. Thomas, Transport characteristics of suspension: VIII. A note on the viscosity of Newtonian suspensions of uniform spherical particles, J. Colloid Sci. 20, 267 (1965).
  43. T. Lewis and L. Nielsen, Viscosity of dispersed and aggregated suspensions of spheres, Trans. Soc. Rheol. 12, 421 (1968).
  44. J. Chong, E. Christiansen, and A. Baer, Rheology of concentrated suspensions, J. Appl. Polym. Sci. 15, 2007 (1971).
  45. I. E. Zarraga, D. A. Hill, and D. T. Leighton Jr, The characterization of the total stress of concentrated suspensions of noncolloidal spheres in Newtonian fluids, J. Rheol. 44, 185 (2000).
  46. F. Boyer, É. Guazzelli, and O. Pouliquen, Unifying suspension and granular rheology, Phys. Rev. Lett. 107, 188301 (2011).
  47. I. M. Krieger and T. J. Dougherty, A mechanism for non-Newtonian flow in suspensions of rigid spheres, Trans. Soc. Rheol 3, 137 (1959).

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