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

Christopher N. DavisT. Déirdre HollingsworthQuentin CaudronMichael A. Irvine
Published in: PLoS Comput. Biol. (2020)
Keyphrases
  • complex systems
  • statistical models
  • real world
  • probabilistic model
  • machine learning
  • genetic algorithm
  • prior knowledge
  • statistical model
  • experimental data
  • bayesian framework
  • density estimation
  • network design