Acta Aeronautica et Astronautica Sinica ›› 2024, Vol. 45 ›› Issue (7): 128888-128888.doi: 10.7527/S1000-6893.2023.28888
• Fluid Mechanics and Flight Mechanics • Previous Articles Next Articles
Jian ZHANG1,2, Ruitian LI2, Liang DENG2(), Zhe DAI2, Jie LIU1, Chuanfu XU1
Received:
2023-04-19
Revised:
2023-05-14
Accepted:
2023-05-26
Online:
2024-04-15
Published:
2023-05-29
Contact:
Liang DENG
E-mail:dengliang11@nudt.edu.cn
Supported by:
CLC Number:
Jian ZHANG, Ruitian LI, Liang DENG, Zhe DAI, Jie LIU, Chuanfu XU. Shared⁃memory parallelization technology of unstructured CFD solver for multi⁃core CPU/many⁃core GPU architecture[J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(7): 128888-128888.
1 | 阎超. 航空CFD四十年的成就与困境[J]. 航空学报, 2022, 43(10): 526490. |
YAN C. Achievements and predicaments of CFD in aeronautics in past forty years[J]. Acta Aeronautica et Astronautica Sinica, 2022, 43(10): 526490 (in Chinese). | |
2 | 张子佩, 赵钟, 陈坚强, 等. 风雷软件LES开发设计与验证[J]. 航空学报, 2023, 44(6): 127171. |
ZHANG Z P, ZHAO Z, CHEN J Q, et al. Development and verification of LES model in NNW-PHengLEI[J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(6): 127171 (in Chinese). | |
3 | KROLL N, ABU-ZURAYK M, DIMITROV D, et al. DLR Project Digital-X: Towards virtual aircraft design and flight testing based on high-fidelity methods[J]. CEAS Aeronautical Journal, 2016, 7(1): 3-27. |
4 | 刘朋欣, 袁先旭, 孙东, 等. 高温化学非平衡湍流边界层直接数值模拟[J]. 航空学报, 2022, 43(1): 124877. |
LIU P X, YUAN X X, SUN D, et al. Direct numerical simulation of high-temperature turbulent boundary layer with chemical nonequilibrium[J]. Acta Aeronautica et Astronautica Sinica, 2022, 43(1): 124877 (in Chinese). | |
5 | 张来平, 邓小刚, 何磊, 等. E级计算给CFD带来的机遇与挑战[J]. 空气动力学学报, 2016, 34(4): 405-417. |
ZHANG L P, DENG X G, HE L, et al. The opportunity and grand challenges in computational fluid dynamics by exascale computing[J]. Acta Aerodynamica Sinica, 2016, 34(4): 405-417 (in Chinese). | |
6 | 刘胜, 卢凯, 郭阳, 等. 一种自主设计的面向E级高性能计算的异构融合加速器[J]. 计算机研究与发展, 2021, 58(6): 1234-1237. |
LIU S, LU K, GUO Y, et al. A self-designed heterogeneous accelerator for exascale high performance computing[J]. Journal of Computer Research and Development, 2021, 58(6): 1234-1237 (in Chinese). | |
7 | 龚春叶, 刘杰, 包为民, 等. 后摩尔时代国产高性能并行应用软件生态建设综述[J]. 系统仿真学报, 2022, 34(10): 2107-2118. |
GONG C Y, LIU J, BAO W M, et al. Review on ecological construction of domestic high-performance parallel application software in post Moore era[J]. Journal of System Simulation, 2022, 34(10): 2107-2118 (in Chinese). | |
8 | CARY A, CHAWNER J, DUQUE E, et al. Realizing the vision of CFD in 2030[J]. Computing in Science & Engineering, 2022, 24(1): 64-70. |
9 | ECONOMON T D, MUDIGERE D, BANSAL G, et al. Performance optimizations for scalable implicit RANS calculations with SU2[J]. Computers & Fluids, 2016, 129: 146-158. |
10 | GARCIA-GASULLA M, HOUZEAUX G, FERRER R, et al. MPI+X: Task-based parallelisation and dynamic load balance of finite element assembly[J]. International Journal of Computational Fluid Dynamics, 2019, 33(3): 115-136. |
11 | ATKINSON PATRICK R. Enabling task parallelism for many-core architectures[D]. Bristol: University of Bristol, 2021 |
12 | 陈坚强, 吴晓军, 张健, 等. FlowStar: 国家数值风洞(NNW)工程非结构通用CFD软件[J]. 航空学报, 2021, 42(9): 625739. |
CHEN J Q, WU X J, ZHANG J, et al. FlowStar: General unstructured-grid CFD software for national numerical windtunnel(NNW) project[J]. Acta Aeronautica et Astronautica Sinica, 2021, 42(9): 625739 (in Chinese). | |
13 | 王年华, 常兴华, 赵钟, 等. 非结构CFD软件MPI+OpenMP混合并行及超大规模非定常并行计算的应用[J]. 航空学报, 2020, 41(10): 123859. |
WANG N H, CHANG X H, ZHAO Z, et al. Implementation of hybrid MPI+OpenMP parallelization on unstructured CFD solver and its applications in massive unsteady simulations[J]. Acta Aeronautica et Astronautica Sinica, 2020, 41(10): 123859 (in Chinese). | |
14 | 张曦, 孙旭, 郭晓虎, 等. 面向GPU的非结构网格有限体积计算流体力学的图染色方法优化[J]. 国防科技大学学报, 2022, 44(5): 24-34. |
ZHANG X, SUN X, GUO X H, et al. Optimizations of graph coloring method for unstructured finite volume computational fluid dynamics on GPU[J]. Journal of National University of Defense Technology, 2022, 44(5): 24-34 (in Chinese). | |
15 | GOMES P, ECONOMON T D, PALACIOS R. Sustainable high-performance optimizations in SU2[C]∥ Proceedings of the AIAA Scitech 2021 Forum. Reston: AIAA, 2021. |
16 | FARHAN M A AL, KEYES D E. Optimizations of unstructured aerodynamics computations for many-core architectures[J]. IEEE Transactions on Parallel and Distributed Systems, 2018, 29(10): 2317-2332. |
17 | FOURNIER Y, BONELLE J, VEZOLLE P, et al. Multiple threads and parallel challenges for large simulations to accelerate a general Navier⁃Stokes CFD code on massively parallel systems[J]. Concurrency and Computation: Practice and Experience, 2013, 25(6): 843-861. |
18 | THÉBAULT L, PETIT E, DINH Q. Scalable and efficient implementation of 3d unstructured meshes computation: A case study on matrix assembly[C]∥ Proceedings of the 20th ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming. New York: ACM, 2015: 120-129. |
19 | STONE C P, WALDEN A, ZUBAIR M, et al. Accelerating unstructured-grid CFD algorithms on NVIDIA and AMD GPUs[C]∥ 2021 IEEE/ACM 11th Workshop on Irregular Applications: Architectures and Algorithms (IA3). New York: IEEE Press, 2021: 19-26. |
20 | BALOGH G D, REGULY I Z, MUDALIGE G R. Comparison of parallelisation approaches, languages, and compilers for unstructured mesh algorithms on GPUs[C]∥ International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems. Berlin: Springer, 2018: 22-43. |
21 | KARYPIS G, KUMAR V. A fast and high quality multilevel scheme for partitioning irregular graphs[J]. SIAM Journal on Scientific Computing, 1998, 20(1): 359-392. |
22 | CUTHILL E, MCKEE J. Reducing the bandwidth of sparse symmetric matrices[C]∥ Proceedings of the 1969 24th national conference. New York: ACM, 1969: 157-172. |
23 | FOURNIER Y, BONELLE J, MOULINEC C, et al. Optimizing Code_Saturne computations on petascale systems[J]. Computers & Fluids, 2011, 45(1): 103-108. |
24 | OLIKER L, LI X Y, HUSBANDS P, et al. Effects of ordering strategies and programming paradigms on sparse matrix computations [J]. SIAM Review, 2002, 44(3): 373-393. |
25 | LÖHNER R. Cache-efficient renumbering for vectorization[J]. International Journal for Numerical Methods in Biomedical Engineering, 2010, 26(5): 628-636. |
26 | SULYOK A A, BALOGH G D, REGULY I Z, et al. Locality optimized unstructured mesh algorithms on GPUs[J]. Journal of Parallel and Distributed Computing, 2019, 134(C): 50-64. |
27 | 余永刚, 周铸, 黄江涛, 等. 单通道客机气动标模CHN-T1设计[J]. 空气动力学学报, 2018, 36(3): 505-513. |
YU Y G, ZHOU Z, HUANG J T, et al. Aerodynamic design of a standard model CHN-T1 for single-aisle passenger aircraft[J]. Acta Aerodynamica Sinica, 2018, 36(3): 505-513 (in Chinese). |
[1] | Qi LIU, Yongjie SHI, Zhiyuan HU, Guohua XU. Parameter effects analysis on aerodynamic and aeroacoustic characteristics of coaxial rigid rotor [J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(9): 528856-528856. |
[2] | Zhuangzhuang CUI, Xin YUAN, Guoqing ZHAO, Simeng JING, Qijun ZHAO. Influence of control strategy on forward flight performance of coaxial rigid rotor high⁃speed helicopters [J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(9): 529256-529256. |
[3] | Hua YANG, Shusheng CHEN, Zhenghong GAO, Quanfeng JIANG, Wei ZHANG. Rotor aerodynamic data fusion based on Bayesian framework [J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(8): 128960-128960. |
[4] | Dongfei ZHANG, Junhui GAO. Application of GPU⁃accelerated high⁃order spectral difference method in fan noise [J]. Acta Aeronautica et Astronautica Sinica, 2024, 45(8): 128941-128941. |
[5] | Wenbo CAO, Yilang LIU, Weiwei ZHANG. Accelerated convergence method for fluid dynamics solvers based on reduced⁃order model and gradient optimization [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2023, 44(6): 127090-127090. |
[6] | Fan LIU, Xia HUANG, Shuai MA, Lu ZHANG, Xingda CUI, Xinbiao BAO. Simulation framework for hose-drogue aerial refueling system based on MBD-CFD method [J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(20): 628408-628408. |
[7] | Wei KANG, Shilin HU, Yanqing WANG. Lift enhancement mechanism of dielectric elastic membrane airfoil [J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(18): 128318-128318. |
[8] | Yanxu LIU, Shusheng CHEN, Cong FENG, Yiran GU, Zhenghong GAO. Integrated sharp edge aerodynamic-stealth design for hypersonic glide vehicle [J]. Acta Aeronautica et Astronautica Sinica, 2023, 44(16): 128093-128093. |
[9] | XIAHOU Tangfan, CHEN Jiangtao, SHAO Zhidong, WU Xiaojun, LIU Yu. Model validation metrics for CFD numerical simulation under aleatory and epistemic uncertainty [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2022, 43(8): 25716-025716. |
[10] | LUO Jiajie, SONG Wenbin. Nested collaborative optimization of laminar wing and its high-lift devices [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2022, 43(8): 125377-125377. |
[11] | WANG Haifeng, DENG Feng, LIU Xueqiang, QIN Ning. Gust load alleviation control based on jets for natural laminar airfoil [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2022, 43(11): 526767-526767. |
[12] | YAN Chao. Achievements and predicaments of CFD in aeronautics in past forty years [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2022, 43(10): 526490-526490. |
[13] | WANG Zihang, LYU Hongqiang. Research on lightning electromagnetic field based on CFD high-precision algorithm [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2021, 42(S1): 726366-726366. |
[14] | LI Peng, CHEN Jianqiang, DING Mingsong, HE Xianyao, ZHAO Zhong, DONG Weizhong. Framework design of NNW-HyFLOW hypersonic flow simulation software [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2021, 42(9): 625718-625718. |
[15] | YUAN Xianxu, CHEN Jianqiang, DU Yanxia, GUO Qilong, XIAO Guangming, FU Yalu, LIANG Fei, TU Guohua. Research progress on fundamental CFD issues in National Numerical Windtunnel Project [J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2021, 42(9): 625733-625733. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||
Address: No.238, Baiyan Buiding, Beisihuan Zhonglu Road, Haidian District, Beijing, China
Postal code : 100083
E-mail:hkxb@buaa.edu.cn
Total visits: 6658907 Today visits: 1341All copyright © editorial office of Chinese Journal of Aeronautics
All copyright © editorial office of Chinese Journal of Aeronautics
Total visits: 6658907 Today visits: 1341