Lorenzo Cirigliano, Gábor Timár, Claudio Castellano
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Scaling and universality for percolation in random networks: a unified view
Percolation processes on random networks have been the subject of intense
research activity over the last decades: the overall phenomenology of standard
percolation on uncorrelated and unclustered topologies is well known. Still
some critical properties of the transition, in particular for heterogeneous
substrates, have not been fully elucidated and contradictory results appear in
the literature. In this paper we present, by means of a generating functions
approach, a thorough and complete investigation of percolation critical
properties in random networks. We determine all critical exponents, the
associated critical amplitude ratios and the form of the cluster size
distribution for networks of any level of heterogeneity. We uncover, in
particular for highly heterogeneous networks, subtle crossover phenomena,
nontrivial scaling forms and violations of hyperscaling. In this way we clarify
the origin of inconsistencies in the previous literature.