• DocumentCode
    1783283
  • Title

    A Spatio-temporal Coupling Method to Reduce the Time-to-Solution of Cardiovascular Simulations

  • Author

    Randles, Amanda ; Kaxiras, Efthimios

  • Author_Institution
    Center for Appl. Sci. Comput., Lawrence Livermore Nat. Lab., Livermore, CA, USA
  • fYear
    2014
  • fDate
    19-23 May 2014
  • Firstpage
    593
  • Lastpage
    602
  • Abstract
    We present a new parallel-in-time method designed to reduce the overall time-to-solution of a patient-specific cardiovascular flow simulation. Using a modified Para real algorithm, our approach extends strong scalability beyond spatial parallelism with fully controllable accuracy and no decrease in stability. We discuss the coupling of spatial and temporal domain decompositions used in our implementation, and showcase the use of the method on a study of blood flow through the aorta. We observe an additional 40% reduction in overall wall clock time with no significant loss of accuracy, in agreement with a predictive performance model.
  • Keywords
    cardiovascular system; haemodynamics; lattice Boltzmann methods; spatiotemporal phenomena; aorta; blood flow; parallel-time method; parareal algorithm; patient-specific cardiovascular flow simulation; predictive performance model; spatial parallelism; spatiotemporal coupling method; temporal domain decompositions; Accuracy; Computational modeling; Couplings; Heuristic algorithms; Lattice Boltzmann methods; Viscosity; computational fluid dynamics; lattice Boltzmann; parallel-in-time;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Processing Symposium, 2014 IEEE 28th International
  • Conference_Location
    Phoenix, AZ
  • ISSN
    1530-2075
  • Print_ISBN
    978-1-4799-3799-8
  • Type

    conf

  • DOI
    10.1109/IPDPS.2014.68
  • Filename
    6877292