Corpus ID: 212414628

Fast uncertainty quantification of tracer distribution in the brain interstitial fluid with multilevel and quasi Monte Carlo

@article{Croci2020FastUQ,
  title={Fast uncertainty quantification of tracer distribution in the brain interstitial fluid with multilevel and quasi Monte Carlo},
  author={Matteo Croci and Vegard Vinje and Marie E. Rognes},
  journal={ArXiv},
  year={2020},
  volume={abs/2003.02311}
}
  • Matteo Croci, Vegard Vinje, Marie E. Rognes
  • Published 2020
  • Mathematics, Computer Science
  • ArXiv
  • Mathematical models in biology involve many parameters that are uncertain or in some cases unknown. Over the last years, increased computing power has expanded the complexity and increased the number of degrees of freedom of many such models. For this reason, efficient uncertainty quantification algorithms are now needed to explore the often large parameter space of a given model. Advanced Monte Carlo methods such as quasi Monte Carlo (QMC) and multilevel Monte Carlo (MLMC) have become very… CONTINUE READING

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