Title :
GPU Accelerated Adams–Bashforth Multirate Discontinuous Galerkin FEM Simulation of High-Frequency Electromagnetic Fields
Author :
Gödel, Nico ; Schomann, Steffen ; Warburton, Tim ; Clemens, Markus
Author_Institution :
Fac. of Electr. Eng., Helmut-Schmidt Univ., Hamburg, Germany
Abstract :
A multirate Adams-Bashforth (AB) scheme for simulation of electromagnetic wave propagation using the discontinuous Galerkin finite element method (DG-FEM) is presented. The algorithm is adapted such that single-instruction multiple-thread (SIMT) characteristic for the implementation on a graphics processing unit (GPU) is preserved. A domain decomposition strategy respecting the multirate classification for computation on multiple GPUs is presented. Accuracy and performance is analyzed with help of suitable benchmarks.
Keywords :
Galerkin method; computer graphics; electromagnetic devices; electromagnetic field theory; finite element analysis; GPU accelerated Adams-Bashforth multirate discontinuous Galerkin FEM simulation; domain decomposition strategy; graphics processing unit; high-frequency electromagnetic fields; single-instruction multiple-thread characteristic; single-instruction multiple-thread characteristics; Acceleration; Computational modeling; Computer architecture; Electromagnetic fields; Electromagnetic propagation; Finite element methods; Mathematics; Maxwell equations; Military computing; Moment methods; CUDA; GPGPU; GPU-computing; discontinuous Galerkin; finite element method (FEM); high order; multirate; multiscale;
Journal_Title :
Magnetics, IEEE Transactions on
DOI :
10.1109/TMAG.2010.2043655