TY - GEN
T1 - Fine-grain parallel smoothing by asynchronous iterations and incomplete sparse approximate inverses for computational fluid dynamics
AU - Kashi, Aditya
AU - Nadarajah, Siva
N1 - Publisher Copyright:
© 2020, American Institute of Aeronautics and Astronautics Inc, AIAA. All rights reserved.
PY - 2020
Y1 - 2020
N2 - We demonstrate the use of fine-grain parallel iterations in multigrid smoothers for com-putational fluid dynamics. Asynchronous iterations, incomplete sparse approximate inverses and their combinations are proposed and their effectiveness studied for a few benchmark cases of external aerodynamics. Our implementations of these solvers have focused on exploiting the wide vector units and the large number of cores on the Xeon Phi Knights Landing proces-sors. The new smoothers have been tested on some benchmark aerodynamics cases. Two of the proposed solvers, block symmetric Gauss-Seidel and asynchronous block incomplete LU factorization, both with incomplete sparse approximate inverse application, have been found to be promising.
AB - We demonstrate the use of fine-grain parallel iterations in multigrid smoothers for com-putational fluid dynamics. Asynchronous iterations, incomplete sparse approximate inverses and their combinations are proposed and their effectiveness studied for a few benchmark cases of external aerodynamics. Our implementations of these solvers have focused on exploiting the wide vector units and the large number of cores on the Xeon Phi Knights Landing proces-sors. The new smoothers have been tested on some benchmark aerodynamics cases. Two of the proposed solvers, block symmetric Gauss-Seidel and asynchronous block incomplete LU factorization, both with incomplete sparse approximate inverse application, have been found to be promising.
UR - http://www.scopus.com/inward/record.url?scp=85091940349&partnerID=8YFLogxK
U2 - 10.2514/6.2020-0806
DO - 10.2514/6.2020-0806
M3 - Conference contribution
AN - SCOPUS:85091940349
SN - 9781624105951
T3 - AIAA Scitech 2020 Forum
BT - AIAA Scitech 2020 Forum
PB - American Institute of Aeronautics and Astronautics Inc, AIAA
T2 - AIAA Scitech Forum, 2020
Y2 - 6 January 2020 through 10 January 2020
ER -