首页> 外文期刊>International journal for uncertainty quantifications >A POSTERIORI ERROR ESTIMATION FOR A CUT CELL FINITE VOLUME METHOD WITH UNCERTAIN INTERFACE LOCATION
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A POSTERIORI ERROR ESTIMATION FOR A CUT CELL FINITE VOLUME METHOD WITH UNCERTAIN INTERFACE LOCATION

机译:界面位置不确定的有限元方法的Posteriori误差估计

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We study a simple diffusive process in which the diffusivity is discontinuous across an interface interior to the domain. In many situations, the location of the interface is measured at a small number of locations and these measurements contain error. Thus the location of the interface and the solution itself are subject to uncertainty. Further, the location of the interface may have a Strong impact on the accuracy of the solution. A Monte Carlo approach is employed which requires solving a large number of sample problems, each with a different interface location. To solve these problems, a mixed finite element cut-cell method has been developed that does not require the mesh to conform to the interface. An efficient adjoint-based a posteriori technique is used to estimate the error in a quantity of interest for each sample problem. This error has a component due to the numerical approximation of the diffusive process and a component arising from the uncertainty in the interface location. A recognition of these separate sources of error is necessary in order to construct effective adaptivity strategies.
机译:我们研究了一个简单的扩散过程,在该过程中,扩散在整个域内部的接口内部是不连续的。在许多情况下,接口的位置是在少数几个位置进行测量的,这些测量都包含误差。因此,界面的位置和解决方案本身都存在不确定性。此外,界面的位置可能会对解决方案的准确性产生重大影响。采用了蒙特卡洛方法,该方法需要解决大量样本问题,每个样本问题具有不同的界面位置。为了解决这些问题,已经开发了一种混合有限元切割单元方法,该方法不需要网格符合界面。一个有效的基于伴随的后验技术用于估计每个样本问题的关注数量中的误差。该误差的一部分是由于扩散过程的数值近似,另一部分是由于界面位置的不确定性引起的。为了构建有效的适应性策略,必须认识到这些单独的错误源。

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