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Spatio‐temporal scalar auxiliary variable approach for the nonlinear convection–diffusion equation with discontinuous Galerkin method 用不连续Galerkin方法求解非线性对流扩散方程的时空标量辅助变量法
IF 3.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-07-19 DOI: 10.1002/num.23061
Yaping Li, W. Zhao, Wenju Zhao
In this paper, a scalar auxiliary variable approach combining with a discontinuous Galerkin method is proposed to handle the gradient‐type nonlinear term. The nonlinear convection–diffusion equation is used as the model. The proposed equivalent system can effectively handle the nonlinear convection term by incorporating the spatial and temporal information, globally. With the introduced auxiliary variable, the stability of the system can be simply characterized. In the space, according to the regularity of the system, an optimal accuracy is obtained with the discontinuous Galerkin method. Two different time discretization techniques, that is, backward Euler and linearly extrapolated Crank–Nicolson schemes, are separately considered with first order and second order accuracy. The proposed schemes are unconditionally stable with proper selected parameters. For the error estimates, the optimal convergence rates are rigorously proved. In the numerical experiments, the convergence information is confirmed and a benchmark problem with shock tendency is then followed with robustness demonstration.
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引用次数: 0
Superconvergence analysis of the bilinear‐constant scheme for two‐dimensional incompressible convective Brinkman–Forchheimer equations 二维不可压缩对流Brinkman-Forchheimer方程双线性常数格式的超收敛分析
IF 3.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-07-18 DOI: 10.1002/num.23060
Huaijun Yang, Xu Jia
In this article, a low order conforming mixed finite element method is proposed and investigated for two‐dimensional convective Brinkman–Forchheimer equations. Based on the special properties of the bilinear‐constant finite element pair on the rectangular mesh and the careful treatment of the nonlinear terms, the superclose error estimates for velocity in H1$$ {H}^1 $$ ‐norm and pressure in L2$$ {L}^2 $$ ‐norm are obtained. Then, in terms of interpolation post‐processing technique, the global superconvergence results are derived. Finally, some numerical experiments are carried out to demonstrate the correctness of the theoretical findings.
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引用次数: 0
Two‐sided Krylov enhanced proper orthogonal decomposition methods for partial differential equations with variable coefficients 变系数偏微分方程的双侧Krylov增强的正正交分解方法
IF 3.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-07-05 DOI: 10.1002/num.23058
Li Wang, Zhen Miao, Yaolin Jiang
In this paper, new fast computing methods for partial differential equations with variable coefficients are studied and analyzed. They are two kinds of two‐sided Krylov enhanced proper orthogonal decomposition (KPOD) methods. First, the spatial discrete scheme of an advection‐diffusion equation is obtained by Galerkin approximation. Then, an algorithm based on a two‐sided KPOD approach involving the block Arnoldi and block Lanczos processes for the obtained time‐varying equations is put forward. Moreover, another type of two‐sided KPOD algorithm based on Laguerre orthogonal polynomials in frequency domain is provided. For the two kinds of two‐sided KPOD methods, we present a theoretical analysis for the moment matching of the discrete time‐invariant transfer function in time domain and give the error bound caused by the reduced‐order projection between the Galerkin finite element solution and the approximate solution of the two‐sided KPOD method. Finally, the feasibility of four two‐sided KPOD algorithms is verified by several numerical results with different inputs and setting parameters.
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引用次数: 0
Issue Information 问题信息
IF 3.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-07-05 DOI: 10.1002/num.22891
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引用次数: 0
A priori error estimates of two monolithic schemes for Biot's consolidation model Biot固结模型两个整体方案的先验误差估计
IF 3.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-06-29 DOI: 10.1002/num.23059
H. Gu, M. Cai, Jingzhi Li, Guoliang Ju
This paper concentrates on a priori error estimates of two monolithic schemes for Biot's consolidation model based on the three‐field formulation introduced by Oyarzúa et al. (SIAM J Numer Anal, 2016). The spatial discretizations are based on the Taylor–Hood finite elements combined with Lagrange elements for the three primary variables. We employ two different schemes to discretize the time domain. One uses the backward Euler method, and the other applies the combination of the backward Euler and Crank‐Nicolson methods. A priori error estimates show that both schemes are unconditionally convergent with optimal error orders. Detailed numerical experiments are presented to validate the theoretical analysis.
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引用次数: 1
Neilan's divergence‐free finite elements for Stokes equations on tetrahedral grids 四面体网格上Stokes方程的Neilan无发散有限元
IF 3.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-06-28 DOI: 10.1002/num.23055
Shangyou Zhang
The Neilan Pk$$ {P}_k $$ ‐ Pk−1$$ {P}_{k-1} $$ divergence‐free finite element is stable on any tetrahedral grid, where the piece‐wise Pk$$ {P}_k $$ polynomial velocity is C0$$ {C}^0 $$ on the grid, C1$$ {C}^1 $$ on edges and C2$$ {C}^2 $$ at vertices, and the piece‐wise Pk−1$$ {P}_{k-1} $$ polynomial pressure is C0$$ {C}^0 $$ on edges and C1$$ {C}^1 $$ at vertices. However the method does not work if the exact pressure solution does not vanish on all domain edges, because of the excessive continuity requirements. We extend the Neilan element by removing the extra requirements at domain boundary edges. That is, if a vertex is on a domain boundary edge and if an edge has one endpoint on a domain boundary edge, the velocity is only C0$$ {C}^0 $$ at the vertex and on the edge, respectively, and the pressure is totally discontinuous there. Under the condition that no tetrahedron in the grid has more than one face‐triangle on the domain boundary, we prove that the extended finite element is stable, and consequently produces solutions of optimal order convergence for all Stokes problems. A numerical example is given, confirming the theory.
{"title":"Neilan's divergence‐free finite elements for Stokes equations on tetrahedral grids","authors":"Shangyou Zhang","doi":"10.1002/num.23055","DOIUrl":"https://doi.org/10.1002/num.23055","url":null,"abstract":"The Neilan Pk$$ {P}_k $$ ‐ Pk−1$$ {P}_{k-1} $$ divergence‐free finite element is stable on any tetrahedral grid, where the piece‐wise Pk$$ {P}_k $$ polynomial velocity is C0$$ {C}^0 $$ on the grid, C1$$ {C}^1 $$ on edges and C2$$ {C}^2 $$ at vertices, and the piece‐wise Pk−1$$ {P}_{k-1} $$ polynomial pressure is C0$$ {C}^0 $$ on edges and C1$$ {C}^1 $$ at vertices. However the method does not work if the exact pressure solution does not vanish on all domain edges, because of the excessive continuity requirements. We extend the Neilan element by removing the extra requirements at domain boundary edges. That is, if a vertex is on a domain boundary edge and if an edge has one endpoint on a domain boundary edge, the velocity is only C0$$ {C}^0 $$ at the vertex and on the edge, respectively, and the pressure is totally discontinuous there. Under the condition that no tetrahedron in the grid has more than one face‐triangle on the domain boundary, we prove that the extended finite element is stable, and consequently produces solutions of optimal order convergence for all Stokes problems. A numerical example is given, confirming the theory.","PeriodicalId":19443,"journal":{"name":"Numerical Methods for Partial Differential Equations","volume":" ","pages":""},"PeriodicalIF":3.9,"publicationDate":"2023-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49393949","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"数学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Conservative EQ1rot nonconforming FEM for nonlinear Schrödinger equation with wave operator 带波动算子的非线性Schrödinger方程的保守EQ1rot非协调有限元
IF 3.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-06-26 DOI: 10.1002/num.23057
Lingli Wang, Mike Meng-Yen Li, S. Peng
In this paper, we consider leap‐frog finite element methods with EQ1rot$$ {mathrm{EQ}}_1^{mathrm{rot}} $$ element for the nonlinear Schrödinger equation with wave operator. We propose that both the continuous and discrete systems can keep mass and energy conservation. In addition, we focus on the unconditional superconvergence analysis of the numerical scheme, the key of which is the time‐space error splitting technique. The spatial error is derived τ$$ tau $$ independently with order O(h2+hτ)$$ Oleft({h}^2+ htau right) $$ in H1$$ {H}^1 $$ ‐norm, where h$$ h $$ and τ$$ tau $$ denote the space and time step size. Then the unconditional optimal L2$$ {L}^2 $$ error and superclose result with order O(h2+τ2)$$ Oleft({h}^2+{tau}^2right) $$ are deduced, and the unconditional optimal H1$$ {H}^1 $$ error is obtained with order O(h+τ2)$$ Oleft(h+{tau}^2right) $$ by using interpolation theory. The final unconditional superconvergence result with order O(h2+τ2)$$ Oleft({h}^2+{tau}^2right) $$ is derived by the interpolation postprocessing technique. Furthermore, we apply the proposed leap‐frog finite element methods to solve the logarithmic Schrödinger equation with wave operator by introducing a regularized system with a small regularization parameter 0
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引用次数: 0
An efficient and accurate numerical method for the fractional optimal control problems with fractional Laplacian and state constraint 具有分数阶拉普拉斯算子和状态约束的分数阶最优控制问题的一种有效而精确的数值方法
IF 3.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-06-26 DOI: 10.1002/num.23056
Jiaqi Zhang, Y. Yang
In this paper, we investigate the numerical approximation of an optimal control problem with fractional Laplacian and state constraint in integral form based on the Caffarelli–Silvestre expansion. The first order optimality conditions of the extended optimal control problem is obtained. An enriched spectral Galerkin discrete scheme for the extended problem based on weighted Laguerre polynomials is proposed. A priori error estimate for the enriched spectral discrete scheme is proved. Numerical experiments demonstrate the effectiveness of our method and validate the theoretical results.
本文基于Caffarelli-Silvestre展开,研究了一类积分形式的分数阶拉普拉斯状态约束最优控制问题的数值逼近。得到了扩展最优控制问题的一阶最优性条件。提出了一种基于加权拉盖尔多项式的扩展问题的富谱伽辽金离散格式。证明了富谱离散格式的先验误差估计。数值实验验证了该方法的有效性,并验证了理论结果。
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引用次数: 0
Optimal convergence rate of the explicit Euler method for convection–diffusion equations II: High dimensional cases 对流扩散方程的显式欧拉法的最优收敛速率II:高维情况
3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-06-26 DOI: 10.1002/num.23054
Qifeng Zhang, Jiyuan Zhang, Zhi‐zhong Sun
Abstract This is the second part of study on the optimal convergence rate of the explicit Euler discretization in time for the convection–diffusion equations [Zhang et al. Appl. Math. Lett. 131 (2022), 108048] which focuses on high‐dimensional linear/nonlinear cases under Dirichlet/Neumann boundary conditions. Several new difference schemes are proposed based on the explicit Euler discretization in temporal derivative and centered difference discretization in spatial derivatives. The priori estimate of the improved difference scheme with application to the constant convection coefficients is performed under the maximum norm and the optimal convergence rate four is achieved when the step‐ratios along each direction equal to . Also we give partial results for the three‐dimensional case. The improved difference schemes have essentially improved the CFL condition and the numerical accuracy comparing with the classical difference schemes. Numerical examples involving two‐/three‐dimensional linear/nonlinear problems under Dirichlet/Neumann boundary conditions such as the Fisher equation, the Chafee–Infante equation and the Burgers' equation substantiate the good properties claimed for the improved difference scheme.
本文是对对流扩散方程的显式欧拉离散在时间上的最优收敛速率研究的第二部分[Zhang等]。达成。数学。leet . 131(2022), 108048],其重点是Dirichlet/Neumann边界条件下的高维线性/非线性情况。在时间导数显式欧拉离散化和空间导数中心差分离散化的基础上,提出了几种新的差分格式。在最大范数下对应用于恒对流系数的改进差分格式进行了先验估计,当沿各方向的步长比等于时,达到了最优收敛速率4。我们也给出了三维情况下的部分结果。与经典差分格式相比,改进的差分格式从根本上改善了CFL条件和数值精度。在Dirichlet/Neumann边界条件下涉及二维/三维线性/非线性问题的数值例子,如Fisher方程、Chafee-Infante方程和Burgers方程,证实了改进差分格式所声称的良好性质。
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引用次数: 1
A new high order hybrid WENO scheme for hyperbolic conservation laws 双曲守恒律的一种新的高阶混合WENO格式
IF 3.9 3区 数学 Q1 MATHEMATICS, APPLIED Pub Date : 2023-06-19 DOI: 10.1002/num.23052
Liang Li, Zhenming Wang, Zhonglong Zhao, Jun Zhu
This article proposes an improved hybrid weighted essentially non‐oscillatory (WENO) scheme based on the third‐ and fifth‐order finite‐difference modified WENO (MWENO) schemes developed by Zhu et al. in (SIAM J. Sci. Comput. 39 (2017), A1089–A1113.) for solving hyperbolic conservation laws. The MWENO schemes give a guideline on whether to use the WENO scheme or the linear upwind scheme. Unfortunately, because there is no explicit formula for computing the roots of algebraic polynomials of order four or higher, it is difficult to generalize this criterion to higher order cases. Therefore, this article proposes a simple criterion for constructing a series of seventh‐, ninth‐, and higher‐order hybrid WENO schemes, and then designs a class of improved smooth indicator WENO (WENO‐MS) schemes. Compared with the classical WENO schemes, the main advantages of the WENO‐MS schemes are their robustness and efficiency. And these WENO‐MS schemes are more efficient, have better resolution, and can solve many extreme problems without any additional techniques. Furthermore, a simplification criterion is proposed to further improve the computational efficiency of the WENO‐MS schemes, and these simple WENO‐MS schemes are abbreviated as WENO‐SMS schemes in this article. Extensive numerical results demonstrate the good performance of the WENO‐MS schemes and the WENO‐SMS schemes.
本文提出了一种改进的混合加权本质非振荡(WENO)格式,该格式基于Zhu等人在SIAM J. Sci.中开发的三阶和五阶有限差分修正WENO (MWENO)格式。计算。39 (2017),A1089-A1113 .)求解双曲守恒律。MWENO方案为选择WENO方案还是线性迎风方案提供了指导。不幸的是,由于没有明确的公式来计算四阶或更高阶的代数多项式的根,因此很难将这一准则推广到高阶情况。因此,本文提出了构建一系列七阶、九阶和高阶混合WENO方案的简单准则,并设计了一类改进的光滑指标WENO (WENO‐MS)方案。与经典WENO方案相比,WENO - MS方案的主要优点是鲁棒性和高效性。这些WENO - MS方案效率更高,分辨率更高,无需任何额外技术即可解决许多极端问题。此外,为了进一步提高WENO - MS格式的计算效率,提出了一种简化准则,本文将这些简单的WENO - MS格式简称为WENO - SMS格式。大量的数值结果表明WENO - MS和WENO - SMS方案具有良好的性能。
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Numerical Methods for Partial Differential Equations
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