首页> 外文期刊>Medical and Biological Engineering and Computing: Journal of the International Federation for Medical and Biological Engineering >Three-dimensional pseudospectral modelling of cardiac propagation in an inhomogeneous anisotropic tissue.
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Three-dimensional pseudospectral modelling of cardiac propagation in an inhomogeneous anisotropic tissue.

机译:非均匀各向异性组织中心脏传播的三维伪光谱建模。

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Various investigators have used the monodomain model to study cardiac propagation behaviour. In many cases, the governing non-linear parabolic equation is solved using the finite-difference method. An adequate discretisation of cardiac tissue with realistic dimensions, however, often leads to a large model size that is computationally demanding. Recently, it has been demonstrated, for a two-dimensional homogeneous monodomain, that the Chebyshev pseudospectral method can offer higher computational efficiency than the finite-difference technique. Here, an extension of the pseudospectral approach to a three-dimensional inhomogeneous case with fibre rotation is presented. The unknown transmembrane potential is expanded in terms of Chebyshev polynomial trial functions, and the monodomain equation is enforced at the Gauss-Lobatto node points. The forward Euler technique is used to advance the solution in time. Numerical results are presented that demonstrate that the Chebyshev pseudospectral method offered an even larger improvement in computational performance over the finite-difference method in the three-dimensional case. Specifically, the pseudospectral method allowed the number of nodes to be reduced by approximately 85 times, while the same solution accuracy was maintained. Depending on the model size, simulations were performed with approximately 18-41 times less memory and approximately 99-169 times less CPU time.
机译:各种各样的研究者已经使用单域模型来研究心脏的繁殖行为。在许多情况下,使用有限差分法求解控制非线性抛物方程。然而,具有现实尺寸的心脏组织的充分离散化通常会导致较大的模型尺寸,这在计算上是需要的。最近,已经证明,对于二维齐次单域,Chebyshev伪谱方法比有限差分技术可以提供更高的计算效率。在此,提出了将伪光谱方法扩展到具有纤维旋转的三维非均匀情况的方法。根据Chebyshev多项式试验函数扩展了未知的跨膜电势,并且在Gauss-Lobatto节点处强制执行了单域方程。前向欧拉技术用于及时解决问题。数值结果表明,在三维情况下,切比雪夫伪谱方法比有限差分方法在计算性能上有了更大的提高。具体而言,伪光谱方法使节点数减少了约85倍,同时保持了相同的求解精度。根据模型的大小,执行模拟时所需的内存减少了约18-41倍,CPU时间减少了约99-169倍。

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