在图形处理单元上加速色散介质中三维电磁波的交错网格傅立叶伪谱模拟

Guihua Long, G. Tian, Jian Jiang
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引用次数: 1

摘要

交错网格傅里叶伪谱时域(PSTD)方法在地震模拟中具有较高的效率和精度,但在电磁波模拟中应用较少。本文将交错网格傅里叶PSTD方法应用于色散土壤中三维电磁波场的模拟。将土壤视为具有额外静电导率的m阶德拜介质,并提出复频移完美匹配层(CFS-PML)来吸收边界截断引起的杂散反射。为了加速仿真,我们将算法移植到基于CUFFT的GPU上,这样我们就不需要过多地关心线程块中全局内存到共享内存的分配和映射。通过GPU的内部数据并行性,我们说明了GPU在不增加额外成本的情况下加速模拟的有效性。我们还验证了CFS-PML的效果和我们的方法来模拟分散的德拜介质。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Accelerating three-dimensional electromagnetic wave modeling in dispersive media with staggered-grid fourier pseudospectral method on graphics processing unit
The staggered-grid Fourier pseudospectral time domain (PSTD) methods have proved to be efficient and accurate in seismic modeling, but less efforts have been extended to electromagnetic wave. In this paper, we apply the staggered-grid Fourier PSTD method in the simulation of three-dimensional electromagnetic wavefields in dispersive soils. The soil is considered as an M-th order Debye medium with additional static conductivity and a complex frequency shift perfectly matched layer (CFS-PML) is also presented to absorb the spurious reflections caused by truncated boundaries. In order to accelerate the simulation, we port the algorithm to GPU based on CUFFT, by which we need not to care much about the allocation and mapping of the global memory to the shared one in thread blocks. With GPU's inner data parallelism, we illustrate the efficacy of GPU in accelerating the simulation by achieving magnitude of speedup at no extra cost. We also validate the effect of CFS-PML and our approach to simulate the dispersive Debye medium.
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