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The study of probability distributions over graphs. For example, the Erdős–Rényi model where each edge occurs independently with equal probability.

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Eigenfunctions of random graphs

In the following reference we studied in detail certain properties of the eigenfunctions of adjacency matrices of Newman-Watts small-world graphs: http://dx.doi.org/10.1103/PhysRevB.75.144204.
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