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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Bibliographic Details
Main Authors: Davis, CN, Hollingsworth, TD, Caudron, Q, Irvine, MA
Format: Journal article
Language:English
Published: Public Library of Science (PLoS) 2020