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The use of mixture density networks in the emulation of complex epidemiological individual-based models.
Christopher N. Davis
T. Déirdre Hollingsworth
Quentin Caudron
Michael A. Irvine
Published in:
PLoS Comput. Biol. (2020)
Keyphrases
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complex systems
statistical models
real world
probabilistic model
machine learning
genetic algorithm
prior knowledge
statistical model
experimental data
bayesian framework
density estimation
network design