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arxiv: 1706.05968 · v2 · pith:YWPGFRCAnew · submitted 2017-06-19 · ⚛️ physics.soc-ph · q-bio.PE

Epidemic Threshold in Continuous-Time Evolving Networks

classification ⚛️ physics.soc-ph q-bio.PE
keywords networkstimeconditioncontinuousepidemicscaleseparationthreshold
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Current understanding of the critical outbreak condition on temporal networks relies on approximations (time scale separation, discretization) that may bias the results. We propose a theoretical framework to compute the epidemic threshold in continuous time through the infection propagator approach. We introduce the {\em weak commutation} condition allowing the interpretation of annealed networks, activity-driven networks, and time scale separation into one formalism. Our work provides a coherent connection between discrete and continuous time representations applicable to realistic scenarios.

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