Dynamic simulations of colloids by core-modified dissipative particle dynamics.

We develop a core-modified dissipative particle dynamics model of colloidal systems which includes an extra term to counteract depletion forces. Results are presented covering the full range of volume fractions. Radial distribution functions for the suspending fluid are shown to change significantly as the volume fraction of colloid increases. Equilibrium results for the long-time diffusion coefficient behave as expected, but the short-time coefficient is anomalous. The form of the equilibrium stress correlation functions is discussed and the derived Green-Kubo viscosities are compared with expected semiempirical forms. For nonequilibrium shear-field simulations we find that the system temperature is not adequately controlled by the dissipative particle dynamics (DPD) thermostat alone. Results using three alternative auxiliary thermostats are compared; a naive choice leading to a string phase at high shear rate. Using a thermostat based on relative particle velocities, the model reproduced the four classical regions of colloid rheology: a first Newtonian plateau, a shear-thinning region, a second Newtonian plateau, and finally a shear-thickening region at high strain rate. The most unexpected result of this exercise is that the core-modified DPD model without auxiliary thermostat almost exactly follows the same curve despite recording a temperature increase of a factor approximately 2.5 over the range.

[1]  D. Heyes Rheology of molecular liquids and concentrated suspensions by microscopic dynamical simulations , 1988 .

[2]  Yuen,et al.  A Two-Level, Discrete-Particle Approach for Simulating Ordered Colloidal Structures. , 2000, Journal of colloid and interface science.

[3]  Nicos Martys,et al.  Study of a dissipative particle dynamics based approach for modeling suspensions , 2005 .

[4]  John F. Brady,et al.  Self-diffusion of Brownian particles in concentrated suspensions under shear , 1987 .

[5]  Gary P. Morriss,et al.  Statistical Mechanics of Nonequilibrium Liquids , 2008 .

[6]  P. B. Warren,et al.  DISSIPATIVE PARTICLE DYNAMICS : BRIDGING THE GAP BETWEEN ATOMISTIC AND MESOSCOPIC SIMULATION , 1997 .

[7]  D. Heyes Transport coefficients of simple fluids with steeply repulsive potentials , 1994 .

[8]  J. W. Goodwin,et al.  Rheology for Chemists: An Introduction , 2008 .

[9]  H. Posch,et al.  Steady-state shear flows via nonequilibrium molecular dynamics and smooth-particle applied mechanics. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[10]  Evans,et al.  Shear thickening and turbulence in simple fluids. , 1986, Physical review letters.

[11]  B. Ackerson,et al.  Shear-induced order in suspensions of hard spheres. , 1988, Physical review letters.

[12]  Y. Pomeau,et al.  Lattice-gas automata for the Navier-Stokes equation. , 1986, Physical review letters.

[13]  A. V. Noort,et al.  Brownian dynamics simulations of concentration coupled shear banding , 2008 .

[14]  C. W. J. Beenakker,et al.  Diffusion of spheres in a concentrated suspension II , 1984 .

[15]  Jens Harting,et al.  Computer simulation of particle suspensions , 2006 .

[16]  Moti Lal,et al.  Dynamics of a drop at a liquid/solid interface in simple shear fields: A mesoscopic simulation study , 1999 .

[17]  John F. Brady,et al.  Computer simulation of viscous suspensions , 2001 .

[18]  J. Brady,et al.  Structure, diffusion and rheology of Brownian suspensions by Stokesian Dynamics simulation , 2000, Journal of Fluid Mechanics.

[19]  P. Daivis,et al.  Thermostats for molecular fluids undergoing shear flow: Application to liquid chlorine , 1995 .

[20]  L. Silbert,et al.  THE RHEOLOGY AND MICROSTRUCTURE OF CONCENTRATED, AGGREGATED COLLOIDS , 1999 .

[21]  J. J. Hastings,et al.  New approaches for sludge management in the nuclear industry , 2007 .

[22]  Nhan Phan-Thien,et al.  Flow around spheres by dissipative particle dynamics , 2006 .

[23]  Tony Shardlow,et al.  Splitting for Dissipative Particle Dynamics , 2002, SIAM J. Sci. Comput..

[24]  J. Erpenbeck,et al.  Shear viscosity of the hard-sphere fluid via nonequilibrium molecular dynamics , 1984 .

[25]  Sangtae Kim,et al.  Microhydrodynamics: Principles and Selected Applications , 1991 .

[26]  J. Koelman,et al.  Simulating microscopic hydrodynamic phenomena with dissipative particle dynamics , 1992 .

[27]  I. Pagonabarraga,et al.  Simulating colloid hydrodynamics with lattice Boltzmann methods , 2004 .

[28]  Christopher W. Macosko,et al.  Rheology: Principles, Measurements, and Applications , 1994 .

[29]  Segrè,et al.  Short-time Brownian motion in colloidal suspensions: Experiment and simulation. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[30]  C. Lowe,et al.  An alternative approach to dissipative particle dynamics , 1999 .

[31]  L. Silbert,et al.  Colloidal microdynamics : pair-drag simulations of model-concentrated aggregated systems , 1997 .

[32]  J. Koelman,et al.  Dynamic simulations of hard-sphere suspensions under steady shear , 1993 .

[33]  Eric Dickinson,et al.  Brownian dynamics of colloidal-aggregate rotation and dissociation in shear flow , 1985 .

[34]  H. C. Andersen Molecular dynamics simulations at constant pressure and/or temperature , 1980 .

[35]  P. Meakin,et al.  Dissipative particle dynamics with attractive and repulsive particle-particle interactions , 2006 .

[36]  K. Kremer,et al.  Dissipative particle dynamics: a useful thermostat for equilibrium and nonequilibrium molecular dynamics simulations. , 2003, Physical review. E, Statistical, nonlinear, and soft matter physics.

[37]  J. Clarke,et al.  Investigation of the homogeneous-shear nonequilibrium-molecular-dynamics method. , 1992, Physical review. A, Atomic, molecular, and optical physics.

[38]  E. Boek,et al.  Resolution Effects in Dissipative Particle Dynamics Simulations , 1998 .

[39]  Peter V. Coveney,et al.  Simulating the rheology of dense colloidal suspensions using dissipative particle dynamics , 1997 .

[40]  M. Whittle,et al.  Computer simulation of an electrorheological fluid , 1990 .

[41]  Ramzi Kutteh,et al.  Sedimentation of colloidal particles near a wall: Stokesian dynamics simulations , 1999 .

[42]  J. Banavar,et al.  Computer Simulation of Liquids , 1988 .

[43]  A. Vrij,et al.  Polymers at Interfaces and the Interactions in Colloidal Dispersions , 1976 .

[44]  R. Ottewill,et al.  Study of particle motion in concentrated dispersions by tracer diffusion , 1987, Nature.

[45]  John F. Brady,et al.  Dynamic simulation of sheared suspensions. I. General method , 1984 .

[46]  D. Ermak,et al.  Brownian dynamics with hydrodynamic interactions , 1978 .

[47]  M. Whittle,et al.  Large deformation rheological behaviour of a model particle gel , 1998 .

[48]  John F. Brady,et al.  Rheology and microstructure in concentrated noncolloidal suspensions , 2002 .

[49]  R. C. Ball,et al.  Lubrication breakdown in hydrodynamic simulations of concentrated colloids , 1995 .

[50]  P. Español,et al.  Statistical Mechanics of Dissipative Particle Dynamics. , 1995 .

[51]  J. Vermant,et al.  Flow-induced structure in colloidal suspensions , 2005 .

[52]  M. F. Edwards,et al.  Applications of computer simulations to dense suspension rheology , 1987 .

[53]  P. Daivis,et al.  Comparison of constant pressure and constant volume nonequilibrium simulations of sheared model decane , 1994 .

[54]  S. Edwards,et al.  The computer study of transport processes under extreme conditions , 1972 .

[55]  Ignacio Pagonabarraga,et al.  Self-consistent dissipative particle dynamics algorithm , 1998 .

[56]  J. Padding,et al.  Hydrodynamic interactions and Brownian forces in colloidal suspensions: coarse-graining over time and length scales. , 2006, Physical review. E, Statistical, nonlinear, and soft matter physics.

[57]  I. R. Mcdonald,et al.  Theory of simple liquids , 1998 .

[58]  Karttunen,et al.  Towards better integrators for dissipative particle dynamics simulations , 2000, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[59]  Rainer Helmig,et al.  Multifield problems in solid and fluid mechanics , 2006 .

[60]  Tanaka,et al.  Simulation method of colloidal suspensions with hydrodynamic interactions: fluid particle dynamics , 2000, Physical review letters.

[61]  A. Malevanets,et al.  Mesoscopic model for solvent dynamics , 1999 .

[62]  M. Whittle,et al.  On Simulating Colloids by Dissipative Particle Dynamics: Issues and Complications , 2001 .

[63]  Effect of hydrodynamic interactions on the irreversible deposition of colloidal particles: Deposition algorithm and simulations , 2000 .

[64]  M. Whittle,et al.  Stress overshoot in a model particle gel , 1997 .

[65]  D. V. Boger,et al.  Application of rheology to solving tailings disposal problems , 1998 .

[66]  Venkat Ganesan,et al.  A coarse-grained explicit solvent simulation of rheology of colloidal suspensions. , 2005, The Journal of chemical physics.

[67]  John F. Brady,et al.  Accelerated Stokesian Dynamics simulations , 2001, Journal of Fluid Mechanics.

[68]  K. Travis,et al.  New parametrization method for dissipative particle dynamics. , 2007, The Journal of chemical physics.