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WEAK GALERKIN METHOD FOR COUPLING STOKES AND DARCY-FORCHHEIMER FLOWS
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作者 Mingze Qin Hui Peng Qilong Zhai 《Journal of Computational Mathematics》 2025年第6期1349-1373,共25页
In this paper,we introduce the weak Galerkin(WG)method for solving the coupled Stokes and Darcy-Forchheimer flows problem with the Beavers-Joseph-Saffman interface condition in bounded domains.We define the WG spaces ... In this paper,we introduce the weak Galerkin(WG)method for solving the coupled Stokes and Darcy-Forchheimer flows problem with the Beavers-Joseph-Saffman interface condition in bounded domains.We define the WG spaces in the polygonal meshes and construct corresponding discrete schemes.We prove the existence and uniqueness of the WG scheme by the discrete inf-sup condition and monotone operator theory.Then,we derive the optimal error estimates for the velocity and pressure.Numerical experiments are presented to verify the efficiency of the WG method. 展开更多
关键词 weak galerkin method Coupled Stokes and Darcy-Forchheimer flows Mono-tone operator
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A divergence-free weak Galerkin method for quasi-Newtonian Stokes flows 被引量:4
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作者 ZHENG XiaoBo CHEN Gang XIE XiaoPing 《Science China Mathematics》 SCIE CSCD 2017年第8期1515-1528,共14页
This paper proposes a weak Galerkin finite element method to solve incompressible quasi-Newtonian Stokes equations. We use piecewise polynomials of degrees k + 1(k 0) and k for the velocity and pressure in the interio... This paper proposes a weak Galerkin finite element method to solve incompressible quasi-Newtonian Stokes equations. We use piecewise polynomials of degrees k + 1(k 0) and k for the velocity and pressure in the interior of elements, respectively, and piecewise polynomials of degrees k and k + 1 for the boundary parts of the velocity and pressure, respectively. Wellposedness of the discrete scheme is established. The method yields a globally divergence-free velocity approximation. Optimal priori error estimates are derived for the velocity gradient and pressure approximations. Numerical results are provided to confirm the theoretical results. 展开更多
关键词 quasi-Newtonian Stokes equation weak galerkin method DIVERGENCE-FREE optimal error estimate
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Discrete Maximum Principle for the Weak Galerkin Method for Anisotropic Diffusion Problems 被引量:3
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作者 Weizhang Huang Yanqiu Wang 《Communications in Computational Physics》 SCIE 2015年第6期65-90,共26页
A weak Galerkin discretization of the boundary value problem of a general anisotropic diffusion problem is studied for preservation of the maximum principle.It is shown that the direct application of the M-matrix theo... A weak Galerkin discretization of the boundary value problem of a general anisotropic diffusion problem is studied for preservation of the maximum principle.It is shown that the direct application of the M-matrix theory to the stiffness matrix of the weak Galerkin discretization leads to a strong mesh condition requiring all of the mesh dihedral angles to be strictly acute(a constant-order away from 90 degrees).To avoid this difficulty,a reduced system is considered and shown to satisfy the discrete maximum principle under weaker mesh conditions.The discrete maximum principle is then established for the full weak Galerkin approximation using the relations between the degrees of freedom located on elements and edges.Sufficient mesh conditions for both piecewise constant and general anisotropic diffusion matrices are obtained.These conditions provide a guideline for practical mesh generation for preservation of the maximum principle.Numerical examples are presented. 展开更多
关键词 Discrete maximum principle weak galerkin method anisotropic diffusion
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Weak Galerkin Method for Second-Order Elliptic Equations with Newton Boundary Condition 被引量:1
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作者 Mingze Qin Ruishu Wang +1 位作者 Qilong Zhai Ran Zhang 《Communications in Computational Physics》 SCIE 2023年第2期568-595,共28页
The weak Galerkin(WG)method is a nonconforming numerical method for solving partial differential equations.In this paper,we introduce the WG method for elliptic equations with Newton boundary condition in bounded doma... The weak Galerkin(WG)method is a nonconforming numerical method for solving partial differential equations.In this paper,we introduce the WG method for elliptic equations with Newton boundary condition in bounded domains.The Newton boundary condition is a nonlinear boundary condition arising from science and engineering applications.We prove the well-posedness of the WG scheme by the monotone operator theory and the embedding inequality of weak finite element functions.The error estimates are derived.Numerical experiments are presented to verify the theoretical analysis. 展开更多
关键词 weak galerkin method Newton boundary condition monotone operator embedding theorem.
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A LEAST SQUARE BASED WEAK GALERKIN FINITE ELEMENT METHOD FOR SECOND ORDER ELLIPTIC EQUATIONS IN NON-DIVERGENCE FORM
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作者 Peng ZHU Xiaoshen WANG 《Acta Mathematica Scientia》 SCIE CSCD 2020年第5期1553-1562,共10页
This article is devoted to establishing a least square based weak Galerkin method for second order elliptic equations in non-divergence form using a discrete weak Hessian operator.Naturally,the resulting linear system... This article is devoted to establishing a least square based weak Galerkin method for second order elliptic equations in non-divergence form using a discrete weak Hessian operator.Naturally,the resulting linear system is symmetric and positive definite,and thus the algorithm is easy to implement and analyze.Convergence analysis in the H2 equivalent norm is established on an arbitrary shape regular polygonal mesh.A superconvergence result is proved when the coefficient matrix is constant or piecewise constant.Numerical examples are performed which not only verify the theoretical results but also reveal some unexpected superconvergence phenomena. 展开更多
关键词 least square based weak galerkin method non-divergence form weak Hessian operator polygonal mesh
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The Weak Galerkin Method for Elliptic Eigenvalue Problems 被引量:8
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作者 Qilong Zhai Hehu Xie +1 位作者 Ran Zhang Zhimin Zhang 《Communications in Computational Physics》 SCIE 2019年第6期160-191,共32页
This article is devoted to studying the application of the weak Galerkin(WG)finite element method to the elliptic eigenvalue problem with an emphasis on obtaining lower bounds.The WG method uses discontinuous polynomi... This article is devoted to studying the application of the weak Galerkin(WG)finite element method to the elliptic eigenvalue problem with an emphasis on obtaining lower bounds.The WG method uses discontinuous polynomials on polygonal or polyhedral finite element partitions.The non-conforming finite element space of the WG method is the key of the lower bound property.It also makes the WG method more robust and flexible in solving eigenvalue problems.We demonstrate that the WG method can achieve arbitrary high convergence order.This is in contrast with existing nonconforming finite element methods which can provide lower bound approximations by linear finite elements.Numerical results are presented to demonstrate the efficiency and accuracy of the theoretical results. 展开更多
关键词 weak galerkin finite element method elliptic eigenvalue problem lower bounds error estimate
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THE SHIFTED-INVERSE POWER WEAK GALERKIN METHOD FOR EIGENVALUE PROBLEMS 被引量:1
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作者 Qilong Zhai Xiaozhe Hu Ran Zhang 《Journal of Computational Mathematics》 SCIE CSCD 2020年第4期606-623,共18页
This paper proposes and analyzes a new weak Galerkin method for the eigenvalue problem by using the shifted-inverse power technique.A high order lower bound can be obtained at a relatively low cost via the proposed me... This paper proposes and analyzes a new weak Galerkin method for the eigenvalue problem by using the shifted-inverse power technique.A high order lower bound can be obtained at a relatively low cost via the proposed method.The error estimates for both eigenvalue and eigenfunction are provided and asymptotic lower bounds are shown as well under some conditions.Numerical examples are presented to validate the theoretical analysis. 展开更多
关键词 weak galerkin finite element method Eigenvalue problem Shifted-inverse power method Lower bound
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The Weak Galerkin Method for Linear Hyperbolic Equation 被引量:1
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作者 Qilong Zhai Ran Zhang +1 位作者 Nolisa Malluwawadu Saqib Hussain 《Communications in Computational Physics》 SCIE 2018年第6期152-166,共15页
The linear hyperbolic equation is of great interest inmany branches of physics and industry.In this paper,we use theweak Galerkinmethod to solve the linear hyperbolic equation.Since the weak Galerkin finite element sp... The linear hyperbolic equation is of great interest inmany branches of physics and industry.In this paper,we use theweak Galerkinmethod to solve the linear hyperbolic equation.Since the weak Galerkin finite element space consists of discontinuous polynomials,the discontinuous feature of the equation can be maintained.The optimal error estimates are proved.Some numerical experiments are provided to verify the efficiency of the method. 展开更多
关键词 weak galerkin finite element method linear hyperbolic equation error estimate
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Weak Galerkin Finite Element Method for the Unsteady Stokes Equation 被引量:4
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作者 Chen Ning Haiming Gu 《American Journal of Computational Mathematics》 2018年第1期108-119,共12页
The Weak Galerkin (WG) finite element method for the unsteady Stokes equations in the primary velocity-pressure formulation is introduced in this paper. Optimal-order error estimates are established for the correspond... The Weak Galerkin (WG) finite element method for the unsteady Stokes equations in the primary velocity-pressure formulation is introduced in this paper. Optimal-order error estimates are established for the corresponding numerical approximation in an H1 norm for the velocity, and L2 norm for both the velocity and the pressure by use of the Stokes projection. 展开更多
关键词 weak galerkin Finite Element methods UNSTEADY STOKES EQUATIONS STOKES PROJECTION
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The Modified Weak Galerkin Finite Element Method for Solving Brinkman Equations
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作者 Li-na SUN Yue FENG +1 位作者 Yuanyuan LIU Ran ZHANG 《Journal of Mathematical Research with Applications》 CSCD 2019年第6期657-676,共20页
A modified weak Galerkin(MWG) finite element method is introduced for the Brinkman equations in this paper. We approximate the model by the variational formulation based on two discrete weak gradient operators. In the... A modified weak Galerkin(MWG) finite element method is introduced for the Brinkman equations in this paper. We approximate the model by the variational formulation based on two discrete weak gradient operators. In the MWG finite element method, discontinuous piecewise polynomials of degree k and k-1 are used to approximate the velocity u and the pressure p, respectively. The main idea of the MWG finite element method is to replace the boundary functions by the average of the interior functions. Therefore, the MWG finite element method has fewer degrees of freedom than the WG finite element method without loss of accuracy. The MWG finite element method satisfies the stability conditions for any polynomial with degree no more than k-1. The MWG finite element method is highly flexible by allowing the use of discontinuous functions on arbitrary polygons or polyhedra with certain shape regularity.Optimal order error estimates are established for the velocity and pressure approximations in H^1 and L^2 norms. Some numerical examples are presented to demonstrate the accuracy, convergence and stability of the method. 展开更多
关键词 the Brinkman EQUATIONS the MODIFIED weak galerkin FINITE element method discrete weak GRADIENT
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AN OVER-PENALIZED WEAK GALERKIN METHOD FOR SECOND-ORDER ELLIPTIC PROBLEMS
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作者 Kaifang Liu Lunji Song Shuangfeng Zhou 《Journal of Computational Mathematics》 SCIE CSCD 2018年第6期866-880,共15页
The weak Galerkin (WG) finite element method was first introduced by Wang and Ye for solving second order elliptic equations, with the use of weak functions and their weak gradients. The basis function spaces depend... The weak Galerkin (WG) finite element method was first introduced by Wang and Ye for solving second order elliptic equations, with the use of weak functions and their weak gradients. The basis function spaces depend on different combinations of polynomial spaces in the interior subdomains and edges of elements, which makes the WG methods flexible and robust in many applications. Different from the definition of jump in discontinuous Galerkin (DG) methods, we can define a new weaker jump from weak functions defined on edges. Those functions have double values on the interior edges shared by two elements rather than a limit of functions defined in an element tending to its edge. Naturally, the weak jump comes from the difference between two weak flmctions defined on the same edge. We introduce an over-penalized weak Galerkin (OPWG) method, which has two sets of edge-wise and element-wise shape functions, and adds a penalty term to control weak jumps on the interior edges. Furthermore, optimal a priori error estimates in H1 and L2 norms are established for the finite element (Pk(K), Pk(e), RTk(K)). In addition, some numerical experiments are given to validate theoretical results, and an incomplete LU decomposition has been used as a preconditioner to reduce iterations from the GMRES, CO, and BICGSTAB iterative methods. 展开更多
关键词 weak galerkin Over-penalized Finite element methods Second-order ellipticequation
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THE PRESSURE-ROBUST WEAK GALERKIN FINITE ELEMENT METHOD FOR STOKES-DARCY PROBLEM
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作者 Jiwei Jia Lin Yang Qilong Zhai 《Journal of Computational Mathematics》 2026年第2期307-327,共21页
In this paper,we propose a pressure-robust weak Galerkin(WG)finite element scheme to solve the Stokes-Darcy problem.To construct the pressure-robust numerical scheme,we use the divergence-free velocity reconstruction ... In this paper,we propose a pressure-robust weak Galerkin(WG)finite element scheme to solve the Stokes-Darcy problem.To construct the pressure-robust numerical scheme,we use the divergence-free velocity reconstruction operator to modify the test function on the right side of the numerical scheme.This numerical scheme is easy to implement because it only need to modify the right side.We prove the error between the velocity function and its numerical solution is independent of the pressure function and viscosity coefficient.Moreover,the errors of the velocity function reach the optimal convergence orders under the energy norm,as validated by both theoretical analysis and numerical results. 展开更多
关键词 weak galerkin finite element methods Coupled Stokes-Darcy problems Pressure-robust error estimate Divergence preserving
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AUGMENTED SUBSPACE SCHEME FOR EIGENVALUE PROBLEM BY WEAK GALERKIN FINITE ELEMENT METHOD
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作者 Yue Feng Zhijin Guan +1 位作者 Hehu Xie Chenguang Zhou 《Journal of Computational Mathematics》 2026年第1期135-164,共30页
This study proposes a class of augmented subspace schemes for the weak Galerkin(WG)finite element method used to solve eigenvalue problems.The augmented subspace is built with the conforming linear finite element spac... This study proposes a class of augmented subspace schemes for the weak Galerkin(WG)finite element method used to solve eigenvalue problems.The augmented subspace is built with the conforming linear finite element space defined on the coarse mesh and the eigen-function approximations in the WG finite element space defined on the fine mesh.Based on this augmented subspace,solving the eigenvalue problem in the fine WG finite element space can be reduced to the solution of the linear boundary value problem in the same WG finite element space and a low dimensional eigenvalue problem in the augmented sub-space.The proposed augmented subspace techniques have the second order convergence rate with respect to the coarse mesh size,as demonstrated by the accompanying error esti-mates.Finally,a few numerical examples are provided to validate the proposed numerical techniques. 展开更多
关键词 Eigenvalue problem Augmented subspace scheme weak galerkin finite ele-ment method Second order convergence rate
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A POSTERIORI ERROR ESTIMATES OF THE WEAK GALERKIN FINITE ELEMENT METHOD FOR POISSON-NERNST-PLANCK EQUATIONS
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作者 Wanwan Zhu Guanghua Ji 《Journal of Computational Mathematics》 2026年第2期349-368,共20页
In this paper,we present a posteriori error estimates of the weak Galerkin finite element method for the steady-state Poisson-Nernst-Planck equations.The a posteriori error estimators for the electrostatic potential a... In this paper,we present a posteriori error estimates of the weak Galerkin finite element method for the steady-state Poisson-Nernst-Planck equations.The a posteriori error estimators for the electrostatic potential and ion concentrations are constructed.The reliability and efficiency of the estimators are verified by the upper and lower bounds of the energy norm of the error.The a posteriori error estimators are applied to the adaptive weak Galerkin algorithm for triangle,quadrilateral and polygonal meshes with hanging nodes.Finally,numerical results demonstrate the effectiveness of the adaptive algorithm guided by our constructed estimators. 展开更多
关键词 A posteriori error estimate weak galerkin finite element method Poisson-Nernst-Planck equations Adaptive weak galerkin algorithm Polygonal meshes
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弱Galerkin有限元方法求解奇异摄动反应扩散Volterra积分微分方程 被引量:1
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作者 王平 刘成龙 陶霞 《湖南理工学院学报(自然科学版)》 2025年第2期1-4,共4页
用弱Galerkin有限元方法求解奇异摄动反应扩散Volterra积分微分方程,建立该方程的弱Galerkin有限元离散格式.数值结果表明,在Shishkin网格下,弱Galerkin有限元解具有一致收敛性.
关键词 VOLTERRA积分微分方程 galerkin有限元方法 SHISHKIN网格 一致收敛
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LOCAL PETROV-GALERKIN METHOD FOR A THIN PLATE 被引量:2
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作者 熊渊博 龙述尧 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2004年第2期210-218,共9页
The meshless local Petrov_Galerkin (MLPG) method for solving the bending problem of the thin plate were presented and discussed. The method used the moving least_squares approximation to interpolate the solution varia... The meshless local Petrov_Galerkin (MLPG) method for solving the bending problem of the thin plate were presented and discussed. The method used the moving least_squares approximation to interpolate the solution variables, and employed a local symmetric weak form. The present method was a truly meshless one as it did not need a finite element or boundary element mesh, either for purpose of interpolation of the solution, or for the integration of the energy. All integrals could be easily evaluated over regularly shaped domains (in general, spheres in three_dimensional problems) and their boundaries. The essential boundary conditions were enforced by the penalty method. Several numerical examples were presented to illustrate the implementation and performance of the present method. The numerical examples presented show that high accuracy can be achieved for arbitrary grid geometries for clamped and simply_supported edge conditions. No post processing procedure is required to computer the strain and stress, since the original solution from the present method, using the moving least squares approximation, is already smooth enough. 展开更多
关键词 thin plate meshless local Petrov-galerkin method moving least square approximation symmetric weak form of equivalent integration for differential equation
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谱延迟修正超弱局部间断Galerkin方法的稳定性分析和误差估计
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作者 毕卉 张永糠 王治骁 《黑龙江大学自然科学学报》 2025年第6期669-680,共12页
研究双调和方程谱延迟修正超弱局部间断Galerkin方法的稳定性和误差估计,在空间上采用具有交替数值通量的超弱局部间断Galerkin方法,时间上采用基于二阶Crank-Nicolson/Adams-Bashforth方法的谱延迟修正格式。利用能量技术,构造合适的... 研究双调和方程谱延迟修正超弱局部间断Galerkin方法的稳定性和误差估计,在空间上采用具有交替数值通量的超弱局部间断Galerkin方法,时间上采用基于二阶Crank-Nicolson/Adams-Bashforth方法的谱延迟修正格式。利用能量技术,构造合适的差分算子和特殊的试验函数,证明了谱延迟修正与超弱局部间断Galerkin方法耦合格式针对双调和方程的无条件稳定性和最优误差估计,并通过数值实验验证了理论结果。 展开更多
关键词 超弱局部间断galerkin方法 谱延迟修正 稳定性 误差估计 能量技术
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椭圆方程的弱Galerkin广义多尺度有限元法
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作者 陈雪兰 杨艳芳 《广州大学学报(自然科学版)》 2025年第4期73-84,共12页
文章基于弱Galerkin广义多尺度(Weak Galerkin Generalized Multiscale,WG-GMS)有限元法,结合过采样和在线自适应技术对其进行改进,用于求解具有高对比度系数的二阶椭圆方程。其中,过采样法通过扩大多尺度基函数的采样区域,来减小边界... 文章基于弱Galerkin广义多尺度(Weak Galerkin Generalized Multiscale,WG-GMS)有限元法,结合过采样和在线自适应技术对其进行改进,用于求解具有高对比度系数的二阶椭圆方程。其中,过采样法通过扩大多尺度基函数的采样区域,来减小边界条件带来的误差。在线自适应法基于残差最大值来构造新的在线多尺度基函数,以提供改进的函数逼近空间,从而提高数值解的精度。数值实验的结果显示,文章提出的过采样和在线自适应混合WG-GMS有限元法,对于求解高对比度系数的二阶椭圆方程非常有效,可以获得更高精度的数值解。 展开更多
关键词 galerkin 多尺度有限元方法 高对比度 过采样
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A STABILIZER FREE WEAK GALERKIN FINITE ELEMENT METHOD FOR BRINKMAN EQUATIONS
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作者 Haoning Dang Qilong Zhai +1 位作者 Ran Zhang Hui Peng 《Journal of Computational Mathematics》 2025年第1期1-17,共17页
We develop a stabilizer free weak Galerkin (SFWG) finite element method for Brinkman equations. The main idea is to use high order polynomials to compute the discrete weak gradient and then the stabilizing term is rem... We develop a stabilizer free weak Galerkin (SFWG) finite element method for Brinkman equations. The main idea is to use high order polynomials to compute the discrete weak gradient and then the stabilizing term is removed from the numerical formulation. The SFWG scheme is very simple and easy to implement on polygonal meshes. We prove the well-posedness of the scheme and derive optimal order error estimates in energy and L2 norm. The error results are independent of the permeability tensor, hence the SFWG method is stable and accurate for both the Stokes and Darcy dominated problems. Finally, we present some numerical experiments to verify the efficiency and stability of the SFWG method. 展开更多
关键词 Brinkman equations weak galerkin method Stabilizer free Discrete weak differential operators
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线弹性问题的一类无稳定子弱有限元法
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作者 许岳 陈豫眉 谢小平 《四川大学学报(自然科学版)》 北大核心 2026年第1期83-90,共8页
线弹性问题源自机械制造及航空等工程应用。线弹性问题中的微分方程较复杂,其解析解目前还是未知的。经典有限元法常被用于数值求解线弹性问题,但难以克服“闭锁”现象。为此研究者提出了弱有限元法,方法引入了弱微分算子(弱梯度、弱散... 线弹性问题源自机械制造及航空等工程应用。线弹性问题中的微分方程较复杂,其解析解目前还是未知的。经典有限元法常被用于数值求解线弹性问题,但难以克服“闭锁”现象。为此研究者提出了弱有限元法,方法引入了弱微分算子(弱梯度、弱散度等),并且用间断多项式函数离散问题中的微分方程。在弱有限元法中,近似函数的连续性通常由边界函数及稳定子共同保证,即通过加入稳定子来保证数值格式的稳定性,这会导致数值格式结构复杂、计算量大且逼近速度慢。为了克服这些问题,研究者提出了无稳定子的弱有限元法,通过提高弱梯度算子的逼近多项式次数来保证格式的稳定性。本文提出了一种无稳定子的弱有限元法,引入了弱梯度和弱散度算子,并且分别用分片线性和分片二次多项式逼近单元内部的位移和边界位移。本文引入了辅助变量,给出了与问题等价的混合格式,并证明格式关于Lamé常数一致收敛,从而能够克服“闭锁”现象。相比含稳定子的弱有限元法,本文的格式结构简单,逼近速度更快。数值算例验证了理论结果。 展开更多
关键词 线弹性问题 弱有限元方法 稳定子
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