Percus–Yevick Approximation
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In
statistical mechanics In physics, statistical mechanics is a mathematical framework that applies statistical methods and probability theory to large assemblies of microscopic entities. Sometimes called statistical physics or statistical thermodynamics, its applicati ...
the Percus–Yevick approximation is a closure relation to solve the
Ornstein–Zernike equation In statistical mechanics the Ornstein–Zernike (OZ) equation is an integral equation introduced by Leonard Ornstein and Frits Zernike that relates different correlation functions with each other. Together with a closure relation, it is used to ...
. It is also referred to as the Percus–Yevick equation. It is commonly used in fluid theory to obtain e.g. expressions for the
radial distribution function In statistical mechanics, the radial distribution function, (or pair correlation function) g(r) in a system of particles (atoms, molecules, colloids, etc.), describes how density varies as a function of distance from a reference particle. If ...
. The approximation is named after Jerome K. Percus and George J. Yevick.


Derivation

The direct correlation function represents the direct correlation between two particles in a system containing ''N'' − 2 other particles. It can be represented by : c(r)=g_(r) - g_(r) \, where g_(r) is the
radial distribution function In statistical mechanics, the radial distribution function, (or pair correlation function) g(r) in a system of particles (atoms, molecules, colloids, etc.), describes how density varies as a function of distance from a reference particle. If ...
, i.e. g(r)=\exp \beta w(r)/math> (with ''w''(''r'') the
potential of mean force When examining a system computationally one may be interested in knowing how the free energy changes as a function of some inter- or intramolecular coordinate (such as the distance between two atoms or a torsional angle). The free energy surface alo ...
) and g_(r) is the radial distribution function without the direct interaction between pairs u(r) included; i.e. we write g_(r)=\exp \beta(w(r)-u(r))/math>. Thus we ''approximate'' ''c''(''r'') by : c(r)=e^- e^. \, If we introduce the function y(r)=e^g(r) into the approximation for ''c''(''r'') one obtains : c(r)=g(r)-y(r)=e^y(r)-y(r)=f(r)y(r). \, This is the essence of the Percus–Yevick approximation for if we substitute this result in the
Ornstein–Zernike equation In statistical mechanics the Ornstein–Zernike (OZ) equation is an integral equation introduced by Leonard Ornstein and Frits Zernike that relates different correlation functions with each other. Together with a closure relation, it is used to ...
, one obtains the Percus–Yevick equation: : y(r_)=1+\rho \int f(r_)y(r_)h(r_) d \mathbf. \, The approximation was defined by Percus and Yevick in 1958.


Hard spheres

For
hard spheres Hard spheres are widely used as model particles in the statistical mechanical theory of fluids and solids. They are defined simply as impenetrable spheres that cannot overlap in space. They mimic the extremely strong ("infinitely elastic bouncing" ...
, the potential ''u(r)'' is either zero or infinite, and therefore the Boltzmann factor \text^ is either one or zero, regardless of temperature ''T''. Therefore structure of a hard-spheres fluid is temperature independent. This leaves just two parameters: the hard-core radius ''R'' (which can be eliminated by rescaling distances or wavenumbers), and the packing fraction η (which has a maximum value of 0.64 for
random close packing Random close packing (RCP) of spheres is an empirical parameter used to characterize the maximum volume fraction of solid objects obtained when they are packed randomly. For example, when a solid container is filled with grain, shaking the containe ...
). Under these conditions, the Percus–Yevick equation has an analytical solution, obtained by Wertheim in 1963.


Solution as C code

The static structure factor of the hard-spheres fluid in Percus–Yevick approximation can be computed using the following C function: double py(double qr, double eta)


Hard spheres in shear flow

For hard spheres in
shear flow In solid mechanics, shear flow is the shear stress over a distance in a thin-walled structure.Higdon, Ohlsen, Stiles and Weese (1960), ''Mechanics of Materials'', article 4-9 (2nd edition), John Wiley & Sons, Inc., New York. Library of Congress CCN ...
, the function ''u(r)'' arises from the solution to the steady-state two-body Smoluchowski
convection–diffusion equation The convection–diffusion equation is a parabolic partial differential equation that combines the diffusion equation, diffusion and convection (advection equation, advection) equations. It describes physical phenomena where particles, energy, or o ...
or two-body Smoluchowski equation with shear flow. An approximate analytical solution to the Smoluchowski convection-diffusion equation was found using the
method of matched asymptotic expansions In mathematics, the method of matched asymptotic expansions is a common approach to finding an accurate approximation to the solution to an equation, or simultaneous equations, system of equations. It is particularly used when solving singular pert ...
by Banetta and Zaccone in Ref. This analytical solution can then be used together with the Percus–Yevick approximation in the Ornstein-Zernike equation. Approximate solutions for the
pair distribution function The pair distribution function describes the distribution of distances between pairs of particles contained within a given volume. Mathematically, if ''a'' and ''b'' are two particles, the pair distribution function of ''b'' with respect to ''a'', ...
in the extensional and compressional sectors of
shear flow In solid mechanics, shear flow is the shear stress over a distance in a thin-walled structure.Higdon, Ohlsen, Stiles and Weese (1960), ''Mechanics of Materials'', article 4-9 (2nd edition), John Wiley & Sons, Inc., New York. Library of Congress CCN ...
and hence the angular-averaged
radial distribution function In statistical mechanics, the radial distribution function, (or pair correlation function) g(r) in a system of particles (atoms, molecules, colloids, etc.), describes how density varies as a function of distance from a reference particle. If ...
can be obtained, as shown in Ref.,Banetta, L. et al., Microscopic theory for the pair correlation function of liquidlike colloidal suspensions under shear flow. Phys. Rev. E 2022, 106, 044610, which are in good parameter-free agreement with numerical data up to packing fractions \eta \approx 0.5 .


See also

*
Hypernetted-chain equation In statistical mechanics the hypernetted-chain equation is a closure relation to solve the Ornstein–Zernike equation which relates the direct correlation function to the total correlation function. It is commonly used in fluid theory to obtain ...
– another closure relation *
Ornstein–Zernike equation In statistical mechanics the Ornstein–Zernike (OZ) equation is an integral equation introduced by Leonard Ornstein and Frits Zernike that relates different correlation functions with each other. Together with a closure relation, it is used to ...


References

{{DEFAULTSORT:Percus-Yevick approximation Statistical mechanics