Understanding Percolation Threshold p_c on Triangular Lattices

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    Percolation Threshold
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SUMMARY

The percolation threshold, denoted as p_c, on triangular lattices is established at 0.5, indicating the critical probability needed to achieve a spanning cluster in an infinite lattice. This threshold signifies that when more than 50% of the nodes are filled, there is a non-zero probability of forming a connected network across the lattice. Conversely, below this threshold, no spanning clusters can exist. The discussion highlights the distinction between filling a lattice and the actual formation of a percolating network.

PREREQUISITES
  • Understanding of percolation theory
  • Familiarity with lattice structures, specifically triangular lattices
  • Knowledge of probability concepts related to network formation
  • Basic grasp of spanning clusters in graph theory
NEXT STEPS
  • Research the mathematical derivation of percolation thresholds in various lattice types
  • Explore simulations of percolation processes using tools like Python's NetworkX
  • Study the implications of percolation theory in real-world applications, such as epidemiology and material science
  • Investigate the differences between percolation thresholds in finite versus infinite lattices
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This discussion is beneficial for mathematicians, physicists, and researchers interested in statistical mechanics, as well as anyone studying network theory and its applications in various scientific fields.

bubbloy
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i am having some trouble understanding the meaning of what a percolation threshold is p_{c}.
apparently on triangular lattices a threshold of 0.5 is the result on any sized lattice.
however i can definitely think of a way to fill in half the points on a triangle lattice and not have it span across the lattice.
similarly, one could make a zig zag line of connected sites to span a lattice without using anywhere near 1/2 the points. so is the percolation threshold a number at which you can expect to see percolation?

all the books I am reading seem to say that above it everything has a percolating net and below it there are no possible percolating nets.

thanks a lot,

josh S
 
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well in case anyone was wondering, the percolation threshold is the probability with which you need to fill in the nodes on a lattice so that in the limit of an infinite lattice, there is a non zero chance that you will have a spanning cluster going across it. for example, one could construct a spanning cluster across an infinite lattice by connecting a line of edges across the whole thing and in this example the probability you fill the lattice with is 0 (one row/infinite rows) but the probability of this happening is so low that it does not survive in the infinite limit.
 

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