OutbreakFlow Model-based Bayesian inference of disease outbreak dynamics with invertible neural networks and its application to the COVID-19 pandemics …

ST Radev, F Graw, S Chen, NT Mutters… - PLoS computational …, 2021 -
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… This strategy has also been used in machine learning approaches to simulation-based inference [27, 28], where the problem of inverse inference resembles a supervised learning task. …

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