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arxiv: 2403.17440 · v2 · pith:GSAXJTMNnew · submitted 2024-03-26 · ⚛️ physics.soc-ph · cond-mat.stat-mech· cs.SI

(ω₁, ω₂)-temporal random hyperbolic graphs

classification ⚛️ physics.soc-ph cond-mat.stat-mechcs.SI
keywords omegatemporalaveragechallengescontactdegreedurationsgraphs
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We extend a recent model of temporal random hyperbolic graphs by allowing connections and disconnections to persist across network snapshots with different probabilities, $\omega_1$ and $\omega_2$. This extension, while conceptually simple, poses analytical challenges involving the Appell $F_1$ series. Despite these challenges, we are able to analyze key properties of the model, which include the distributions of contact and intercontact durations, as well as the expected time-aggregated degree. The incorporation of $\omega_1$ and $\omega_2$ enables more flexible tuning of the average contact and intercontact durations, and of the average time-aggregated degree, providing a finer control for exploring the effect of temporal network dynamics on dynamical processes. Overall, our results provide new insights into the analysis of temporal networks and contribute to a more general representation of real-world scenarios.

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