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Finite element computations of specific absorption rates in anatomically conforming full-body models for hyperthermia treatment analysis

机译:用于高温治疗分析的解剖学符合人体模型中特定吸收率的有限元计算

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The formulations used center on Helmholtz weak forms which have been shown to be numerically robust and to afford additional sparsity in the resulting system of algebraic equations. Practical solution of these equations depends critically on the realization of an effective sparse matrix solver. Experience with several conjugate gradient-type methods is reported. The findings show that convergence rate (and even convergence in some cases) degrades significantly with increasing matrix rank and decreasing electrical loss for mesh spacings which adequately resolve the physical wavelengths of the electromagnetic wave propagation. However, with proper choice of algorithm and preconditioning, reliable convergence has been achieved for matrix ranks exceeding 2*10 5 on domains having sizeable volumes of electrically lossless regions. An automatic grid generation scheme for constructing meshes which consist of variable element sizes that conform to a predefined set of boundaries is discussed.
机译:所使用的公式集中在亥姆霍兹弱形式上,该形式已被证明在数值上很鲁棒,并在所得的代数方程组中提供了额外的稀疏性。这些方程式的实际解决方案关键取决于有效的稀疏矩阵求解器的实现。报道了几种共轭梯度型方法的经验。研究结果表明,随着矩阵秩的增加和网格间距的电损耗的降低,会聚速率(甚至在某些情况下甚至会聚)会大大降低,而网格间距足以解决电磁波传播的物理波长。然而,通过适当选择算法和预处理,在具有相当大的电无损区域体积的域上,对于矩阵等级超过2 * 10 5的情况,已经实现了可靠的收敛。讨论了一种用于构建网格的自动网格生成方案,该网格由符合预定边界集的可变元素大小组成。

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