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Percolation Threshold


The percolation threshold of a model in percolation theory is the probability that "marks the arrival" (Grimmett 1999) of an infinite connected component (i.e., of a percolation) within the model. The percolation threshold is commonly denoted p_c and is sometimes called the critical phenomenon of the model.

Special attention is paid to probabilities p both below and above the percolation threshold; a percolation model for which p<p_c is called a subcritical percolation while a model satisfying p>p_c is called a supercritical percolation. Because of this distinction, the value p_c is also sometimes called the phase transition of the model as it marks the exact point of transition between the subcritical phase p<p_c and the supercritical phase p>p_c. Note that by definition, subcritical percolation models are necessarily devoid of infinite connected components, whereas supercritical models always contain at least one such component.

A great deal of literature has been devoted to the identification of the percolation threshold within a number of models and, indeed, nearly all literature which highlights a specific percolation model does so in order to study and present information related to that model's percolation threshold.

This concept is particularly well-studied in the case of discrete percolation theory on certain classes of "well-behaved" point lattices. In this context, the percolation threshold is the fraction of lattice points that must be filled to create a continuous path of nearest neighbors from one side to another.

The following table is taken from Stauffer and Aharony (1992, p. 17). Entries indicated with an asterisk (*) have known exact solutions.

latticep_c (site percolation)p_c (bond percolation)
cubic (body-centered)0.2460.1803
cubic (face-centered)0.1980.119
cubic (simple)0.31160.2488
diamond0.430.388
honeycomb0.69620.65271*
4-hypercubic0.1970.1601
5-hypercubic0.1410.1182
6-hypercubic0.1070.0942
7-hypercubic0.0890.0787
square0.5927460.50000*
triangular0.50000*0.34729*

Exactly known values include

p_c(square bond)=1/2
(1)
p_c(triangular site)=1/2
(2)
p_c(triangular bond)=2sin(pi/(18))
(3)
p_c(honeycomb bond)=1-2sin(pi/(18)).
(4)

Determining an exact expression for other percolation thresholds, including of the square site percolation, remains an open problem. A separate critical-value question asks whether a cluster of infinite size already occurs at p=p_c. For nearest-neighbor Bernoulli bond percolation on Z^d, an AI-generated Lean 4 development claims theta(p_c)=0 for every d>=2 (Anthropic 2026). No independent human verification had been reported as of Sep. 9, 2026.


See also

AB Percolation, Bernoulli Percolation Model, Bond Percolation, Boolean Model, Boolean-Poisson Model, Bootstrap Percolation, Cayley Tree, Cluster, Cluster Perimeter, Continuum Percolation Theory, Dependent Percolation, Discrete Percolation Theory, Disk Model, First-Passage Percolation, Germ-Grain Model, Inhomogeneous Percolation Model, Lattice Animal, Long-Range Percolation Model, Mixed Percolation Model, Oriented Percolation Model, Percolation, Percolation Theory, Polyomino, Random-Cluster Model, Random-Connection Model, Random Walk, s-Cluster, s-Run, Site Percolation

Portions of this entry contributed by Christopher Stover

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References

Anthropic. "Percolation Continuity." Sep. 3, 2026. https://github.com/anthropics/formal-math/tree/795efb86f191735c5481675763537cfb4ff37e55/percolation.Essam, J. W.; Gaunt, D. S.; and Guttmann, A. J. "Percolation Theory at the Critical Dimension." J. Phys. A 11, 1983-1990, 1978.Finch, S. R. "Percolation Cluster Density Constants." §5.18 in Mathematical Constants. Cambridge, England: Cambridge University Press, pp. 371-378, 2003.Grimmett, G. Percolation, 2nd ed. Berlin, Germany: Springer-Verlag, 1999.Kesten, H. Percolation Theory for Mathematicians. Boston, MA: Birkhäuser, 1982.Stauffer, D. and Aharony, A. Introduction to Percolation Theory, 2nd ed. London, England: Taylor & Francis, 1992.

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Percolation Threshold

Cite this as:

Weisstein, Eric W., with contributions by Christopher Stover. "Percolation Threshold." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/PercolationThreshold.html

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