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arXiv 0902.2895physics.plasm-phphysics.atom-ph
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应用于碰撞辐射码的高效稀疏矩阵求逆技术和平均程序

Highly efficient sparse-matrix inversion techniques and average procedures applied to collisional-radiative codes

M. Poirier, F. de Gaufridy de Dortan

摘要:

非局域热平衡(NLTE)等离子体的行为在现代物理学的许多领域中起着核心作用,例如激光产生的等离子体、天体物理、惯性或磁约束聚变装置或X射线源。在静止情况下,这些介质的正确描述需要求解数千个或更多速率方程的线性系统。对于这个艰巨的数值计算任务,一个可能的简化可能在于某种类型的统计平均,如组态或超组态平均。然而,为了评估该程序的有效性并处理孤立线起重要作用的情况,处理详细的水平系统可能是重要的。这涉及有时具有数十亿个元素的矩阵,这些元素相当稀疏,但仍然涉及数千个对角线。我们在这里提出了一个数值算法的LU分解的基础上,这样的线性系统。这种方法比传统的高斯消元法快几个数量级。与基于共轭梯度或最小化的替代方法不同,没有面临收敛或精度问题。在上一次NLTE会议上讨论的氪和钨的情况下,讨论了一些例子。此外,为了评估配置平均的有效性,几个标准进行了讨论。虽然基于细致平衡的标准在离LTE不太远的情况下是相关的,但在其他情况下是不够的,但是提出并成功测试了基于使用虚构配置温度的替代标准。看来,详细的计算有时是必要的,这支持搜索一个有效的解决方案,如这里提出的。

英文摘要:

The behavior of non-local thermal-equilibrium (NLTE) plasmas plays a central role in many fields of modern-day physics, such as laser-produced plasmas, astrophysics, inertial or magnetic confinement fusion devices, or X-ray sources. The proper description of these media in stationary cases requires to solve linear systems of thousands or more rate equations. A possible simplification for this arduous numerical task may lie in some type of statistical average, such as configuration or superconfiguration average. However to assess the validity of this procedure and to handle cases where isolated lines play an important role, it may be important to deal with detailed levels systems. This involves matrices with sometimes billions of elements, which are rather sparse but still involve thousands of diagonals. We propose here a numerical algorithm based on the LU decomposition for such linear systems. This method turns out to be orders of magnitude faster than the traditional Gauss elimination. And at variance with alternate methods based on conjugate gradients or minimization, no convergence or accuracy issues have been faced. Some examples are discussed in connection with the krypton and tungsten cases discussed at the last NLTE meeting. Furthermore, to assess the validity of configuration average, several criteria are discussed. While a criterion based on detailed balance is relevant in cases not too far from LTE but insufficient otherwise, an alternate criterion based on the use of a fictive configuration temperature is proposed and successfully tested. It appears that detailed calculations are sometimes necessary, which supports the search for an efficient solver as the one proposed here.

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