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The generalized finite difference method for an inverse time-dependent source problem associated with three-dimensional heat equation

机译:与三维热方程相关的时变源反问题的广义有限差分法

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This paper presents a meshless numerical scheme for recovering the time-dependent heat source in general three-dimensional (3D) heat conduction problems. The problem considered is ill-posed and the determination of the unknown heat source is achieved here by using the boundary condition, initial condition and the extra measured data from a fixed point placed inside the domain. The extra measured data are used to guarantee the uniqueness of the solution. The generalized finite difference method (GFDM), a recently-developed meshless method, is then adopted to solve the resulting time-dependent boundary-value problem. In our computations, the second-order Crank–Nicolson scheme is employed for the temporal discretization and the proposed GFDM for the spatial discretization. Several benchmark test problems with both smooth and piecewise smooth geometries have been studied to verify the accuracy and efficiency of the proposed method. No need to apply any well-known regularization strategy, the accurate and stable solution could be obtained with a comparatively large level of noise.
机译:本文提出了一种无网格的数值方案,用于恢复一般三维(3D)导热问题中随时间变化的热源。所考虑的问题是不适当的,在此可以通过使用边界条件,初始条件和来自放置在域内的固定点的额外测量数据来确定未知热源。额外的测量数据用于保证解决方案的唯一性。然后采用最近开发的无网格方法广义有限差分法(GFDM)来解决由此产生的时变边界值问题。在我们的计算中,二阶Crank-Nicolson方案用于时间离散化,建议的GFDM用于空间离散化。研究了具有光滑和分段光滑几何形状的几个基准测试问题,以验证所提出方法的准确性和效率。无需应用任何众所周知的正则化策略,就可以在噪声较大的情况下获得准确而稳定的解决方案。

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