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Using mixture density networks to emulate a stochastic within-host model of Francisella tularensis infection.

For stochastic models with large numbers of states, analytical techniques are often impractical, and simulations time-consuming and computationally demanding. This limitation can hinder the practical implementation of such models. In this study, we demonstrate how neural networks can be used to deve...

Whakaahuatanga katoa

I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Jonathan Carruthers, Thomas Finnie
Hōputu: Artigo
Reo:Inglês
I whakaputaina: Public Library of Science (PLoS) 2023-12-01
Rangatū:PLoS Computational Biology
Urunga tuihono:https://doi.org/10.1371/journal.pcbi.1011266
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