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首页> 外文期刊>International journal for uncertainty quantifications >FAST METHOD FOR HIGH-FREQUENCY ACOUSTIC SCATTERING FROM RANDOM SCATTERERS
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FAST METHOD FOR HIGH-FREQUENCY ACOUSTIC SCATTERING FROM RANDOM SCATTERERS

机译:随机散射器高频声散射的快速方法

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摘要

This paper is concerned with the uncertainty quantification of high-frequency acoustic scattering from objects with random shape in two-dimensional space. Several new methods are introduced to efficiently estimate the mean and variance of the random radar cross section in all directions. In the physical domain, the scattering problem is solved using the boundary integral formulation and Nystrom discretization; recently developed fast algorithms are adapted to accelerate the computation of the integral operator and the evaluation of the radar cross section. In the random domain, it is discovered that due to the highly oscillatory nature of the solution, the stochastic collocation method based on sparse grids does not perform well. For this particular problem, satisfactory results are obtained by using quasi-Monte Carlo methods. Numerical results are given for several test cases to illustrate the properties of the proposed approach.
机译:本文涉及二维空间中随机形状物体的高频声散射的不确定性量化。引入了几种新方法来有效地估计随机雷达横截面在所有方向上的均值和方差。在物理领域,使用边界积分公式和Nystrom离散化解决了散射问题。最近开发的快速算法适用于加速积分算子的计算和雷达截面的评估。在随机域中,发现由于解的高度振荡性,基于稀疏网格的随机配置方法不能很好地执行。对于此特定问题,使用准蒙特卡罗方法可获得令人满意的结果。给出了几个测试案例的数值结果,以说明所提出方法的特性。

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