The Method of Polynomial Particular Solutions for Solving Nonlinear Poisson-Type Equations

IF 4.6 Q2 MATERIALS SCIENCE, BIOMATERIALS ACS Applied Bio Materials Pub Date : 2024-01-04 DOI:10.1007/s10338-023-00440-w
Zhile Jia, Yanhua Cao, Xiaoran Wu
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Abstract

In this paper, the method of polynomial particular solutions is used to solve nonlinear Poisson-type partial differential equations in one, two, and three dimensions. The condition number of the coefficient matrix is reduced through the implementation of multiple scale technique, ultimately yielding a stable numerical solution. The methodological process can be divided into two main parts: first, identifying the corresponding polynomial particular solutions for the linear differential operator terms in the governing equations, and second, employing these polynomial particular solutions as basis function to iteratively solve the remaining nonlinear terms within the governing equations. Additionally, we investigate the potential improvement in numerical accuracy for equations with singularities in the analytical solution by shifting the computational domain a certain distance. Numerical experiments are conducted to assess both the accuracy and stability of the proposed method. A comparison of the obtained results with those produced by other numerical methods demonstrates the accuracy, stability, and efficiency of the proposed method in handling nonlinear Poisson-type partial differential equations.

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求解非线性泊松类方程的多项式特定解法
本文采用多项式特定解法求解一维、二维和三维的非线性泊松型偏微分方程。通过实施多尺度技术,减少了系数矩阵的条件数,最终得到了稳定的数值解。该方法过程可分为两个主要部分:首先,为控制方程中的线性微分算子项确定相应的多项式特定解;其次,将这些多项式特定解作为基础函数,迭代求解控制方程中的其余非线性项。此外,我们还研究了通过将计算域移动一定距离来提高分析解中存在奇异点的方程的数值精度的可能性。我们进行了数值实验,以评估所提出方法的准确性和稳定性。将获得的结果与其他数值方法得出的结果进行比较,证明了所提方法在处理非线性泊松型偏微分方程时的准确性、稳定性和效率。
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来源期刊
ACS Applied Bio Materials
ACS Applied Bio Materials Chemistry-Chemistry (all)
CiteScore
9.40
自引率
2.10%
发文量
464
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