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