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Mayer Cluster Expansion

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Introduction ​

For many classical problems, no truly analytical answer has yet been developed; a great many theories resemble leaping sparks that flare for a moment in history and then give way to silence and echo-like ripples. The main subject of this article, the Ornstein-Zernike Form (or equation), is an integral equation describing the particle density distribution function in an isotropic liquid. It was proposed by Leonard Ornstein and Frits Zernike in 1914 — a remarkable date. [PDF]

The Ornstein-Zernike Form describes a scheme that focuses on two-body properties such as the distribution function.[1] Given the definition of the total correlation function h(rac)=g(rac)−1, the Ornstein-Zernike Form reads:

h(rac)=c(rac)+ρ∫c(rab)h(rbc)d3rb

The distribution function is split into a direct correlation function cac and an indirect correlation part c(rab)h(rbc). This is a perturbation theory. It can be conveniently extended to multicomponent systems:

hαγ(rac)=cαγ(rac)+∑λλρ∫cαγ(rab)hαγ(rbc)d3rb

Transformation ​

The Ornstein-Zernike Equation is especially well suited to solution systems. This is partly because, compared with the Virial Expansion and the Mayer Cluster Expansion, the property it focuses on — the correlation function — is eminently suitable for studying liquids; and partly because, for interfacial problems, the interface can be treated as an infinitely large, infinitely dilute solution component and incorporated into the Ornstein-Zernike equation.

Closure / How to Solve ​

Since two unknown terms, c(r) and h(r), appear, an assumption must be introduced to complete the system of equations: two assumptions are commonly used.

HNC ApproximationPY Approximation
Closure conditionc(r)=h(r)−ln⁡g(r)−βu(r)c(r)=[1−eβu(r)]g(r)
Applicable potentialLong-range potentials (e.g. Coulomb forces), soft repulsive potentialsShort-range hard-core potentials (e.g. hard-sphere fluids)
Treatment of many-body correlationsIncludes more chain-like correlation diagramsNeglects higher-order chain diagrams, retaining only lower-order terms

References: ​

https://www.zgbk.com/ecph/words?SiteID=1&ID=235802

https://ctk.math.ncsu.edu The old gentleman is very trendy and humorous, and there is my favorite programming language, Julia!

https://www.math.pku.edu.cn/amel/docs/20200706101155931702.pdf

https://chaoli.club/index.php/6332

https://encyclopediaofmath.org/wiki/BBGKY_hierarchy

Footnote ​


  1. I think this is an inherent shortcoming of the theory; after all, in many cases many-body correlations are clearly important as well. ↩︎