تقرير
Non-Markovian epidemic spreading on temporal networks
| العنوان: | Non-Markovian epidemic spreading on temporal networks |
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| المؤلفون: | Han, Lilei, Lin, Zhaohua, Yin, Qingqing, Tang, Ming, Guan, Shuguang, Boguna, Marian |
| سنة النشر: | 2023 |
| المجموعة: | Condensed Matter Physics (Other) |
| مصطلحات موضوعية: | Physics - Physics and Society, Condensed Matter - Disordered Systems and Neural Networks |
| الوصف: | Many empirical studies have revealed that the occurrences of contacts associated with human activities are non-Markovian temporal processes with a heavy tailed inter-event time distribution. Besides, there has been increasing empirical evidence that the infection and recovery rates are time-dependent. However, we lack a comprehensive framework to analyze and understand non-Markovian contact and spreading processes on temporal networks. In this paper, we propose a general formalism to study non-Markovian dynamics on non-Markovian temporal networks. We find that, under certain conditions, non-Markovian dynamics on temporal networks are equivalent to Markovian dynamics on static networks. Interestingly, this result is independent of the underlying network topology. |
| نوع الوثيقة: | Working Paper |
| DOI: | 10.1016/j.chaos.2023.113664 |
| URL الوصول: | http://arxiv.org/abs/2303.04740 |
| رقم الأكسشن: | edsarx.2303.04740 |
| قاعدة البيانات: | arXiv |
| DOI: | 10.1016/j.chaos.2023.113664 |
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