Estimating contagion dynamics models on networks via data assimilation

Network-based contagion models are widely used to describe the spread of epidemics, computer viruses and opinions, yet estimating their states, parameters and hyperparameters remains challenging, especially when only macro-level data are available. We therefore aimed to develop a data-assimilation f...

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Bibliographic Details
Main Authors: Yinchong Wang, Wenlian Lu
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-08-01
Series:Frontiers in Physics
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphy.2025.1529376/full
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