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physics.soc-ph2022
Improving mean-field network percolation models with neighbourhood information
Chris Jones, Karoline Wiesner
Mean field theory models of percolation on networks provide analytic estimates of network robustness under node or edge removal. We introduce a new mean field theory model based on…
physics.soc-ph2021★ 9 cited
Clarifying How Degree Entropies and Degree-Degree Correlations Relate to Network Robustness
Chris Jones, Karoline Wiesner
It is often claimed that the entropy of a network's degree distribution is a proxy for its robustness. Here, we clarify the link between degree distribution entropy and giant compo…