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
Link To Document :
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