"Numerical solution of fluid mechanics problems on general-purpose
graphics processor units" Volkov K.N., Emelyanov V.N., Karpenko A.G., Kurova I.V., Serov A.E., Smirnov P.G. |
Possibilities of using general-purpose graphics processor units for the solution of fluid mechanics problems are discussed. The CUDA technology is used to implement parallel computational algorithms. A number of model problems are solved on graphics processor. Some approaches to the optimization of programming codes related to the use of various types of memory are considered. Features of implementation of the splitting scheme (projection method) used to simulate the flows of viscous incompressible fluid are analyzed. The speed-up of solution on graphics processor units is compared with the solution on central processor units with consideration of different meshes and different methods of partitioning of input data into blocks. Keywords: general-purpose graphics processor units, parallel algorithms, gas and fluid mechanics, grid methods, CUDA technology |
Volkov K.N., e-mail: dsci@mail.ru;
Emelyanov V.N., e-mail: vlademelyanov@gmail.com;
Kurova I.V., e-mail: yaiv@mail.ru;
Serov A.E., e-mail: ceroff@mail.ru;
Smirnov P.G., e-mail: petr.s.8314@mail.ru
– Voenmekh D. Ustinov Baltic State Technical University, Faculty of Physics and Mechanics;
Kransoarmeejskaja ulitsa 1, Sankt-Petersburg, 190005, Russia;
Karpenko A.G., e-mail: aspera.2003.ru@mail.ru – Saint-Petersburg State University, Faculty of Mathematics and Mechanics Faculty; prospect Universitetskii 28, St. Petersburg, 198504, Russia |