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Analysis of periodic anisotropic media by means of split-field FDTD method and GPU computing

机译:分裂场FDTD法和GPU计算对周期各向异性介质的分析

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摘要

The implementation of the Split-Field Finite Difference Time-Domain (SP-FDTD) method in Graphics Processing Units is described in this work. This formalism is applied to light wave propagation through periodic media with arbitrary anisotropy. The anisotropic media is modeled by means of a permittivity tensor with non-diagonal elements and absorbing boundary conditions are also considered. The split-field technique and the periodic boundary condition allow to consider a single period of the structure reducing the simulation grid. Nevertheless, the analysis of anisotropic media implies considering all the electromagnetic field components and the use of complex notation. These aspects reduce the computational efficiency of the numerical method compared to the isotropic and non-periodic implementation. With the upcoming of the new generation of General-Purpose Computing on Graphics Units many scientific applications have been accelerated and others are being developed into this new parallel digital computing architecture. Specifically, the implementation of the SP-FDTD in the Fermi family of GPUs of NVIDIA is presented. An analysis of the performance of this implementation is done and several applications have been considered in order to estimate the possibilities provided by both the formalism and the implementation into GPU. The formalism has been used for analyzing different structures and phenomena: binary phase gratings and twisted-nematic liquid crystal cells. The numerical predictions obtained by means of the FDTD method here implemented are compared with theoretical curves achieving good results, thus validating the accuracy and the potential of the implementation.
机译:在这项工作中描述了在图形处理单元中实现裂域有限差分时域(SP-FDTD)方法的实现。这种形式主义适用于通过具有任意各向异性的周期性介质传播的光波。各向异性介质通过具有非对角元素的介电常数张量建模,并且还考虑了吸收边界条件。分割场技术和周期性边界条件允许考虑减少模拟网格的结构的单个周期。但是,各向异性介质的分析意味着要考虑所有电磁场分量以及复数符号的使用。与各向同性和非周期性实现相比,这些方面降低了数值方法的计算效率。随着新一代图形单元通用计算的到来,许多科学应用得到了加速,其他应用正在被开发到这种新的并行数字计算架构中。具体来说,介绍了NVIDIA Fermi系列GPU中SP-FDTD的实现。对此实现的性能进行了分析,并考虑了几个应用程序,以便估计形式化和实现到GPU的可能性。形式主义已用于分析不同的结构和现象:二进制相位光栅和扭曲向列液晶盒。将通过此处实现的FDTD方法获得的数值预测与获得良好结果的理论曲线进行比较,从而验证了实现的准确性和潜力。

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