Percolation transition in correlated hypergraphs

Details Percolation transition in correlated hypergraphs Percolation transition in correlated hypergraphs

2009-05-27

arxiv.org/abs/0905.4455v2

J. Stat. Mech. (2009) P07028

Physics

Condensed Matter

Disordered Systems and Neural Networks

Scientific paper

10.1088/1742-5468/2009/07/P07028

Correlations are known to play a crucial role in determining the structure of complex networks. Here we study how their presence affects the computation of the percolation threshold in random hypergraphs. In order to mimic the correlation in real network, we build hypergraphs from a generalized hidden variable ensembles and we study the percolation transition by mapping this problem to the fully connected Potts model with heterogeneous couplings.

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