Deep learning of contagion dynamics on complex networks

Prediction of contagion dynamics is of relevance for epidemic and social complex networks. Murphy et al. propose a data-driven approach based on deep learning which allows to learn mechanisms governing network dynamics and make predictions beyond the training data for arbitrary network structures.

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Auteurs principaux: Charles Murphy, Edward Laurence, Antoine Allard
Format: article
Langue:EN
Publié: Nature Portfolio 2021
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Accès en ligne:https://doaj.org/article/dd478dea3f164012a35d9b2dec8c9bb8
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