Ornstein–Zernike Equation
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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. It does not assume or postulate any natural laws, but explains the macroscopic be ...
the Ornstein–Zernike (OZ) equation is an
integral equation In mathematics, integral equations are equations in which an unknown Function (mathematics), function appears under an integral sign. In mathematical notation, integral equations may thus be expressed as being of the form: f(x_1,x_2,x_3,...,x_n ; ...
introduced by
Leonard Ornstein Leonard Salomon Ornstein (November 12, 1880 in Nijmegen, the Netherlands – May 20, 1941 in Utrecht, the Netherlands) was a Dutch physicist. Biography Ornstein studied theoretical physics with Hendrik Antoon Lorentz at University of Lei ...
and
Frits Zernike Frits Zernike (; 16 July 1888 – 10 March 1966) was a Dutch physicist and winner of the Nobel Prize in Physics in 1953 for his invention of the phase-contrast microscope. Early life and education Frits Zernike was born on 16 July 1888 in Am ...
that relates different correlation functions with each other. Together with a closure relation, it is used to compute the
structure factor In condensed matter physics and crystallography, the static structure factor (or structure factor for short) is a mathematical description of how a material scatters incident radiation. The structure factor is a critical tool in the interpretation ...
and thermodynamic state functions of amorphous matter like liquids or colloids.


Context

The OZ equation has practical importance as a foundation for approximations for computing the pair correlation function of molecules or ions in liquids, or of colloidal particles. The pair correlation function is related via Fourier transform to the
static structure factor In condensed matter physics and crystallography, the static structure factor (or structure factor for short) is a mathematical description of how a material scatters incident radiation. The structure factor is a critical tool in the interpretation ...
, which can be determined experimentally using
X-ray diffraction X-ray crystallography is the experimental science determining the atomic and molecular structure of a crystal, in which the crystalline structure causes a beam of incident X-rays to diffract into many specific directions. By measuring the angles ...
or
neutron diffraction Neutron diffraction or elastic neutron scattering is the application of neutron scattering to the determination of the atomic and/or magnetic structure of a material. A sample to be examined is placed in a beam of thermal or cold neutrons to o ...
. The OZ equation relates the pair correlation function to the direct correlation function. The direct correlation function is only used in connection with the OZ equation, which can actually be seen as its definition. Besides the OZ equation, other methods for the computation of the pair correlation function include the
virial expansion The classical virial expansion expresses the pressure P of a many-particle system in equilibrium as a power series in the density: Z \equiv \frac = A + B\rho + C\rho^2 + \cdots where Z is called the compressibility factor. This is the virial e ...
at low densities, and the Bogoliubov–Born–Green–Kirkwood–Yvon (BBGKY) hierarchy. Any of these methods must be combined with a physical approximation: truncation in the case of the virial expansion, a closure relation for OZ or BBGKY.


The equation

To keep notation simple, we only consider homogeneous fluids. Thus the pair correlation function only depends on distance, and therefore is also called 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 ...
. It can be written :g(\mathbf_1,\mathbf_2) = g(\mathbf_1 - \mathbf_2) \equiv g(\mathbf_) = g(, \mathbf_, ) \equiv g(r_) \equiv g(12), where the first equality comes from homogeneity, the second from isotropy, and the equivalences introduce new notation. It is convenient to define the total correlation function as: : h(12)\equiv g(12)-1 which expresses the influence of molecule 1 on molecule 2 at distance \,r_\,. The OZ equation splits this influence into two contributions, a direct and indirect one. The direct contribution defines the ''direct correlation function'', c(r). The ''indirect'' part is due to the influence of molecule 1 on a third, labeled molecule 3, which in turn affects molecule 2, directly and indirectly. This indirect effect is weighted by the density and averaged over all the possible positions of molecule 3. By eliminating the indirect influence, \,c(r)\, is shorter-ranged than h(r) and can be more easily modelled and approximated. The radius of \,c(r)\, is determined by the radius of intermolecular forces, whereas the radius of \,h(r)\, is of the order of the
correlation length A correlation function is a function that gives the statistical correlation between random variables, contingent on the spatial or temporal distance between those variables. If one considers the correlation function between random variables rep ...
.


Fourier transform

The integral in the OZ equation is a
convolution In mathematics (in particular, functional analysis), convolution is a operation (mathematics), mathematical operation on two function (mathematics), functions ( and ) that produces a third function (f*g) that expresses how the shape of one is ...
. Therefore, the OZ equation can be resolved by Fourier transform. If we denote the
Fourier transforms A Fourier transform (FT) is a mathematical transform that decomposes functions into frequency components, which are represented by the output of the transform as a function of frequency. Most commonly functions of time or space are transformed, ...
of h(\mathbf) and c(\mathbf) by \hat(\mathbf) and \hat(\mathbf), respectively, and use the
convolution theorem In mathematics, the convolution theorem states that under suitable conditions the Fourier transform of a convolution of two functions (or signals) is the pointwise product of their Fourier transforms. More generally, convolution in one domain (e.g. ...
, we obtain : \hat(\mathbf) \; = \; \hat(\mathbf) \; + \; \rho \; \hat(\mathbf)\;\hat(\mathbf)~ , which yields : \hat(\mathbf) \; = \; \frac \qquad \text \qquad \hat(\mathbf) \; = \; \frac ~.


Closure relations

As both functions, \,h \, and \,c \,, are unknown, one needs an additional equation, known as a closure relation. While the OZ equation is purely formal, the closure must introduce some physically motivated approximation. In the low-density limit, the pair correlation function is given by the
Boltzmann factor Factor, a Latin word meaning "who/which acts", may refer to: Commerce * Factor (agent), a person who acts for, notably a mercantile and colonial agent * Factor (Scotland), a person or firm managing a Scottish estate * Factors of production, su ...
, : g(12)=\text^,\quad \rho\to 0 with \beta=1/k_\text T and with the
pair potential In physics, a pair potential is a function that describes the potential energy of two interacting objects solely as a function of the distance between them. Examples of pair potentials include the Coulomb's law in electrodynamics, Newton's law of ...
u(r). Closure relations for higher densities modify this simple relation in different ways. The best known closure approximations are: * The
Percus–Yevick approximation In statistical mechanics the Percus–Yevick approximation is a closure relation to solve the Ornstein–Zernike equation. It is also referred to as the Percus–Yevick equation. It is commonly used in fluid theory to obtain e.g. expressions for t ...
for particles with impenetrable ("hard") core, * the hypernetted-chain approximation, for particles with soft cores and attractive potential tails, * the mean spherical approximation, * the Rogers-Young approximation. The latter two interpolate in different ways between the former two, and thereby achieve a satisfactory description of particles that have a hard core ''and'' attractive forces.


References


External links

* * * * {{DEFAULTSORT:Ornstein-Zernike equation Statistical mechanics Integral equations