Statistical mechanics as guidance for particle‐based computational methods

Purpose – The purpose of this paper is to show that there are some underlying principles of granular media that can be derived from statistical mechanics and that could be useful when considered in the context of computer simulations.Design/methodology/approach – The fundamentals of statistical mechanics are presented and they are revised in order to set up a suitable approach for jammed static granular media. After a conceptual discussion about the entropy of granular matter, some specific statistical mechanics approaches that have been used for granular media are reviewed. Finally, a numerical simulation, conducted using an open source molecular dynamics code, is included as an illustrative example.Findings – It is shown qualitatively how statistical mechanics can be used to analytically compute the expected statistical distribution of some quantities in numerical simulations.Research limitations/implications – The computation of entropy from histograms and the establishment of the constraints of the en...

[1]  Silke Henkes,et al.  Statistical mechanics framework for static granular matter. , 2008, Physical review. E, Statistical, nonlinear, and soft matter physics.

[2]  Sam F. Edwards,et al.  The full canonical ensemble of a granular system , 2005 .

[3]  F. Stillinger,et al.  Jammed hard-particle packings: From Kepler to Bernal and beyond , 2010, 1008.2982.

[4]  Knight,et al.  Density relaxation in a vibrated granular material. , 1995, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[5]  H. Jaeger,et al.  Reversibility and irreversibility in the packing of vibrated granular material , 1997 .

[6]  Stationary state volume fluctuations in a granular medium. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.

[7]  Steve Plimpton,et al.  Fast parallel algorithms for short-range molecular dynamics , 1993 .

[8]  Poul V. Lade,et al.  Overview of Constitutive Models for Soils , 2005 .

[9]  J. D. BERNAL,et al.  Packing of Spheres: Co-ordination of Randomly Packed Spheres , 1960, Nature.

[10]  S. Edwards,et al.  Theory of powders , 1989 .

[11]  T. Vlugt,et al.  Force network ensemble: a new approach to static granular matter. , 2003, Physical review letters.

[12]  Antonio Coniglio,et al.  Thermodynamics and statistical mechanics of dense granular media. , 2006, Physical review letters.

[13]  Andrea J. Liu,et al.  Nonlinear dynamics: Jamming is not just cool any more , 1998, Nature.

[14]  H. Jaeger,et al.  Granular solids, liquids, and gases , 1996 .

[15]  R. Jimenez,et al.  EQUATIONS OF STATE IN SOIL COMPRESSION BASED ON STATISTICAL MECHANICS , 2010 .

[16]  C. Mulligan,et al.  EQUATIONS OF STATE IN SOIL COMPRESSION BASED ON STATISTICAL MECHANICS , 2009 .

[17]  Ignacio G. Tejada,et al.  A new statistical mechanics approach to dense granular media , 2011 .

[18]  Silke Henkes,et al.  Entropy and temperature of a static granular assembly: an ab initio approach. , 2007, Physical review letters.

[19]  Roux,et al.  Force Distributions in Dense Two-Dimensional Granular Systems. , 1996, Physical review letters.

[20]  Katalin Bagi,et al.  An algorithm to generate random dense arrangements for discrete element simulations of granular assemblies , 2005 .

[21]  P. Cundall,et al.  A discrete numerical model for granular assemblies , 1979 .

[22]  K. Soga,et al.  Modeling of geomaterials behavior. , 2010 .

[23]  T. Majmudar,et al.  Contact force measurements and stress-induced anisotropy in granular materials , 2005, Nature.

[24]  C. H. Liu,et al.  Force Fluctuations in Bead Packs , 1995, Science.

[25]  K. Bagi Statistical analysis of contact force components in random granular assemblies , 2003 .

[26]  P. Richard,et al.  Measurement of granular entropy. , 2009, Physical review. E, Statistical, nonlinear, and soft matter physics.

[27]  Thomas M Truskett,et al.  Is random close packing of spheres well defined? , 2000, Physical review letters.

[28]  Katalin Bagi,et al.  Stress and strain in granular assemblies , 1996 .

[29]  Radu Balescu,et al.  Equilibrium and Non-Equilibrium Statistical Mechanics , 1975 .

[30]  David R. Owen,et al.  Filling domains with disks: an advancing front approach , 2003 .

[31]  Raphael Blumenfeld,et al.  On granular stress statistics: compactivity, angoricity, and some open issues. , 2009, The journal of physical chemistry. B.