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The use of mixture density networks in the emulation of complex epidemiological individual-based models

Complex, highly-computational, individual-based models are abundant in epidemiology. For epidemics such as macro-parasitic diseases, detailed modelling of human behaviour and pathogen life-cycle are required in order to produce accurate results. This can often lead to models that are computationally...

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Detalhes bibliográficos
Publicado no:PLoS Comput Biol
Main Authors: Davis, Christopher N., Hollingsworth, T. Deirdre, Caudron, Quentin, Irvine, Michael A.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7098654/
https://ncbi.nlm.nih.gov/pubmed/32176687
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pcbi.1006869
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