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Dynamic load balancing computation of pulses propagating in a nonlinear medium

机译:在非线性介质中传播的脉冲的动态负载平衡计算

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The aim of this work is to present an efficient parallel approach for the numerical computation of pulse propagation in nonlinear dispersive optical media. We consider the nonlinear Maxwell's equations associated with the modelization of the residual susceptibilities. The numerical approach is based on the finite difference time domain (FDTD) method, developed in a system of coordinates moving with the group velocity of the main pulse. In order to improve the computational delay, the size of the window is defined dynamically. However, for high frequency pulses propagating in a large domain, the computational delay is still penalizing, particularly for 2D and 3D computations. Therefore the parallel technique is a way to develop an efficient approach. We present two parallel strategies, developed in the message passing framework. The first approach is based on a static load distribution and the associated communication structures are very simple. However, in this case the equivalent global load has been increased, compared to the optimal sequential computations. The second parallel approach preserves the global load of the optimal sequential computations. In this case, we have developed a load re-balancing strategy using specific communication structures. The parallel strategies are developed in the one dimensional case and their extension to specific multidimensional cases are straightforward. The efficiency of the parallel approaches is investigated with the computation of the second harmonic generation in a KDP type crystal. In a sequential context, we have investigated the self-focusing process in a nonlinear Kerr medium.
机译:这项工作的目的是为非线性色散光学介质中脉冲传播的数值计算提供一种有效的并行方法。我们考虑与残余磁化率建模相关的非线性麦克斯韦方程。数值方法基于有限差分时域(FDTD)方法,该方法是在以主脉冲的群速度移动的坐标系中开发的。为了改善计算延迟,动态定义窗口的大小。但是,对于在大范围内传播的高频脉冲,计算延迟仍然是不利的,特别是对于2D和3D计算。因此,并行技术是开发有效方法的一种方法。我们提出了在消息传递框架中开发的两种并行策略。第一种方法基于静态负载分配,并且相关的通信结构非常简单。但是,在这种情况下,与最佳顺序计算相比,等效全局负载已增加。第二种并行方法保留了最佳顺序计算的全局负载。在这种情况下,我们使用特定的通信结构开发了负载重新平衡策略。并行策略是在一维情况下开发的,并且可以直接扩展到特定的多维情况。通过计算KDP型晶体中二次谐波的产生来研究并行方法的效率。在顺序环境中,我们研究了非线性Kerr介质中的自聚焦过程。

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