Efficient shallow water simulations on GPUs: Implementation, visualization, verification, and validation

被引:108
作者
Brodtkorb, Andre R. [1 ]
Saetra, Martin L. [2 ]
Altinakar, Mustafa [3 ]
机构
[1] SINTEF ICT, Dept Appl Math, NO-0314 Oslo, Norway
[2] Univ Oslo, Ctr Math Applicat, NO-0316 Oslo, Norway
[3] Univ Mississippi, Natl Ctr Computat Hydrosci & Engn, University, MS 38677 USA
关键词
Shallow water; GPU; High-resolution explicit scheme; Conservation laws; Heterogeneous computing; Real-time simulation; CUDA; CENTRAL-UPWIND SCHEMES; SAINT-VENANT SYSTEM; EQUATIONS;
D O I
10.1016/j.compfluid.2011.10.012
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
In this paper, we present an efficient implementation of a state-of-the-art high-resolution explicit scheme for the shallow water equations on graphics processing units. The selected scheme is well-balanced, supports dry states, and is particularly suitable for implementation on graphics processing units. We verify and validate our implementation, and show that use of efficient single precision hardware is sufficiently accurate for real-world simulations. Our framework further supports real-time visualization with both photorealistic and non-photorealistic display of the physical quantities. We present performance results showing that we can accurately simulate the first 4000 s of the Malpasset dam break case in 27 s using over 480,000 cells (dx = dy = 15 m), in which our simulator runs at an average of 530 megacells per second. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1 / 12
页数:12
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