Title :
Solving the Boltzmann equation at 61 gigaflops on a 1024-node CM-5
Author :
Long, L.N. ; Myczkowski, J.
Author_Institution :
Pennsylvania State Univ., University Park, PA, USA
Abstract :
The use of a massively parallel computer, specifically the Connection Machine CM-5, to solve the Boltzmann equation to model one-dimensional shock wave structure, a boundary layer, and general 3-D flow fields is documented. The Bhatnagar-Gross-Krook (BGK) model for the collision term combined with a finite difference scheme was used to model the flow. This collision term requires accurate knowledge of the density, temperature, and mean velocity. Great care must be taken in their calculation to insure conservation, which proved to be the most difficult part. The algorithm, however, is well suited to the Connection Machine, and accurate results were obtained with great efficiency. The 1-D version of the code (which actually models a 5-D problem in phase space) was optimized for the CM-5 and sustained 61 gigaflops on a 1024-node CM-5.
Keywords :
Boltzmann equation; finite difference methods; parallel algorithms; physics computing; 1024-node CM-5; 16 GFLOPS; 3-D flow fields; 5-D problem; Bhatnagar-Gross-Krook model; Boltzmann equation; Connection Machine; boundary layer; collision term; density; finite difference scheme; massively parallel computer; mean velocity; one-dimensional shock wave structure; temperature; Aggregates; Algorithm design and analysis; Atmospheric modeling; Boltzmann equation; Concurrent computing; Integrodifferential equations; Microscopy; Navier-Stokes equations; Shock waves; Temperature;
Conference_Titel :
Supercomputing '93. Proceedings
Print_ISBN :
0-8186-4340-4
DOI :
10.1109/SUPERC.1993.1263502