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arxiv 1906.03484 v2 pith:QZAETRBM submitted 2019-06-08 cond-mat.stat-mech

Interevent time distribution, burst, and hybrid percolation transition

classification cond-mat.stat-mech
keywords clusterpercolationtransitionburstclusterscriticalcrossinghybrid
verification ladder T0 review T1 audit T2 compute T3 formal T4 reserved
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Critical phenomena of a second-order percolation transition are known to be independent of cluster merging or pruning process. However, those of a hybrid percolation transition (HPT), mixed properties of both first-order and second-order transitions, depend on the processes. The HPT induced by cluster merging is more intrigue and little understood than the other. Here, we construct a theoretical framework using the so-called restricted percolation model. In this model, clusters are ranked by size and partitioned into small- and large-cluster sets. As the cluster rankings are updated by cluster coalescence, clusters may move back and forth across the set boundary. The inter-event time (IET) between two consecutive crossing times have two distributions with power-law decays, which in turn characterize the criticality of the HPT. A burst of such crossing events occurs and signals the upcoming transition. We discuss a related phenomenon to this critical dynamics.

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