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Hierarchical Interpolative Factorization for Self Green’s Function in 3D Modified Poisson-Boltzmann Equations
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作者 Yihui Tu Zhenli Xu Haizhao Yang 《Communications on Applied Mathematics and Computation》 2025年第2期536-561,共26页
The modified Poisson-Boltzmann(MPB)equations are often used to describe the equilibrium particle distribution of ionic systems.In this paper,we propose a fast algorithm to solve the MPB equations with the self Green’... The modified Poisson-Boltzmann(MPB)equations are often used to describe the equilibrium particle distribution of ionic systems.In this paper,we propose a fast algorithm to solve the MPB equations with the self Green’s function as the self-energy in three dimensions,where the solution of the self Green’s function poses a computational bottleneck due to the requirement of solving a high-dimensional partial differential equation.Our algorithm combines the selected inversion with hierarchical interpolative factorization for the self Green’s function,building upon our previous result of two dimensions.This approach yields an algorithm with a complexity of O(N log N)by strategically leveraging the locality and low-rank characteristics of the corresponding operators.Additionally,the theoretical O(N)complexity is obtained by applying cubic edge skeletonization at each level for thorough dimensionality reduction.Extensive numerical results are conducted to demonstrate the accuracy and efficiency of the proposed algorithm for problems in three dimensions. 展开更多
关键词 selected inversion Hierarchical interpolative factorization Linear scaling self green’s function Modified Poisson-Boltzmann(MPB)equations
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双调和样条内插方法在测井和地震资料整合中的应用 被引量:14
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作者 夏吉庄 《石油与天然气地质》 EI CAS CSCD 北大核心 2010年第2期244-249,共6页
利用格林函数,研究了双调和样条内插方法的原理及特点,推导了一维空间到多维空间双调和样条内插公式。这种算法的一种特点是滤波的曲率最小。在运用双调和样条内插方法的基础上,利用网格节点值会聚算法,把网格节点的值向着被它们包围的... 利用格林函数,研究了双调和样条内插方法的原理及特点,推导了一维空间到多维空间双调和样条内插公式。这种算法的一种特点是滤波的曲率最小。在运用双调和样条内插方法的基础上,利用网格节点值会聚算法,把网格节点的值向着被它们包围的测井构造数据处的值的趋近、会聚,将分散的各口井的测井构造数据以一定的形式影响、改变附近的地震构造数据。从而,实现了测井数据和地震数据的整合。通过胜利油田永3断块典型的复杂构造油气藏测井和地震数据的应用实例,并对其地质效果进行了讨论,证明了双调和样条内插方法的有效性。实际应用地实例显示,采用双调和样条插值算法,基于高精度三维地震数据作出的构造图的分辨率较高的特性,较好克服了单纯利用测井资料作出的构造图的分辨率较低而产生的误解。双调和样条插值算法,较好地解决了这两种资料在预测地层构造面中的有效整合,消除了单一资料的不确定性,使预测结果更准确、更合理。 展开更多
关键词 双调和样条内插 格林函数 测井数据 地震数据 构造面
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Superconvergence of tricubic block finite elements 被引量:2
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作者 LIU JingHong SUN HaiNa ZHU QiDing 《Science China Mathematics》 SCIE 2009年第5期959-972,共14页
In this paper, we first introduce interpolation operator of projection type in three dimen- sions, from which we derive weak estimates for tricubic block finite elements. Then using the estimate for the W 2, 1-seminor... In this paper, we first introduce interpolation operator of projection type in three dimen- sions, from which we derive weak estimates for tricubic block finite elements. Then using the estimate for the W 2, 1-seminorm of the discrete derivative Green's function and the weak estimates, we show that the tricubic block finite element solution uh and the tricubic interpolant of projection type Πh3u have superclose gradient in the pointwise sense of the L∞-norm. Finally, this supercloseness is applied to superconvergence analysis, and the global superconvergence of the finite element approximation is derived. 展开更多
关键词 block finite element interpolation operator of projection type sUPERCONVERGENCE sUPERCLOsENEss weak estimate discrete derivative green’s function 65N30
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