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Standard and Economical Cascadic Multigrid Methods for the Mortar Finite Element Methods 被引量:3
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作者 Xuejun Xu Wenbin Chen 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE 2009年第2期180-201,共22页
In this paper, standard and economical cascadic multigrid methods are considered for solving the algebraic systems resulting from the mortar finite element methods. Both cascadic multigrid methods do not need full ell... In this paper, standard and economical cascadic multigrid methods are considered for solving the algebraic systems resulting from the mortar finite element methods. Both cascadic multigrid methods do not need full elliptic regularity, so they can be used to tackle more general elliptic problems. Numerical experiments are reported to suonort our theorv. 展开更多
关键词 cascadic multigrid mortar finite elements.
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L^2-ERROR OF EXTRAPOLATION CASCADIC MULTIGRID (EXCMG) 被引量:1
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作者 陈传淼 胡宏伶 +1 位作者 谢资清 李郴良 《Acta Mathematica Scientia》 SCIE CSCD 2009年第3期539-551,共13页
Based on an asymptotic expansion of finite element, an extrapolation cascadic multigrid method (EXCMG) is proposed, in which the new extrapolation and quadratic interpolation are used to provide a better initial val... Based on an asymptotic expansion of finite element, an extrapolation cascadic multigrid method (EXCMG) is proposed, in which the new extrapolation and quadratic interpolation are used to provide a better initial value on refined grid. In the case of multiple grids, both superconvergence error in H^1-norm and the optimal error in l2-norm are analyzed. The numerical experiment shows the advantage of EXCMG in comparison with CMG. 展开更多
关键词 cascadic multigrid finite element new extrapolation quadratic interpolation L^2-error
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A Cascadic Multigrid Algorithm for the Mortar Element Method for Semiliner Ellptic Problems
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作者 邹战勇 《嘉应学院学报》 2015年第11期5-10,共6页
In this paper a cascadic multigrid algorithm for the mortar finite element approximation of the semilinear elliptic problem is proposed,and corresponding theorems aregiven,which display the error estimate and the comp... In this paper a cascadic multigrid algorithm for the mortar finite element approximation of the semilinear elliptic problem is proposed,and corresponding theorems aregiven,which display the error estimate and the computational complexity of the method. 展开更多
关键词 Mortar finite element cascadic multigrid method Senilinear elliptic problems
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A New Extrapolation Economy Cascadic Multigrid Method for Image Restoration Problems
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作者 Zhaoteng Chu Ziqi Yan Chenliang Li 《American Journal of Computational Mathematics》 2023年第2期323-341,共19页
In this paper, a new extrapolation economy cascadic multigrid method is proposed to solve the image restoration model. The new method combines the new extrapolation formula and quadratic interpolation to design a nonl... In this paper, a new extrapolation economy cascadic multigrid method is proposed to solve the image restoration model. The new method combines the new extrapolation formula and quadratic interpolation to design a nonlinear prolongation operator, which provides more accurate initial values for the fine grid level. An edge preserving denoising operator is constructed to remove noise and preserve image edges. The local smoothing operator reduces the influence of staircase effect. The experiment results show that the new method not only improves the computational efficiency but also ensures good recovery quality. 展开更多
关键词 Extrapolation Economy cascadic Multigrid Method New Extrapolation Formula Edge Preserving Denoising Operator Local Smoothing Operator
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两阶具角点奇性椭圆问题的Mortar有限元方法的Cascadic解法 被引量:1
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作者 陈文斌 凌世播 黄建国 《复旦学报(自然科学版)》 CAS CSCD 北大核心 2002年第5期549-556,共8页
证明了具有角点奇性两阶椭圆问题的MortarP1元的存在唯一性和收敛性,给出了离散问题的Cascadic解法的收敛性.
关键词 cascadic解法 角点奇性 Mortar有限元方法 cascadic多重网格方法 两阶椭圆问题 MORTAR P1元 唯一性
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Economical cascadic multigrid method (ECMG) 被引量:14
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作者 Zhong-ci SHI~1 Xue-jun XU~(1+) Yun-qing HUANG~2 ~1 LSEC,Institute of Computational Mathematics,Academy of Mathematics and Systems Science,Chinese Academy of Sciences,Beijing 100080,China ~2 Hunan Key Laboratory for Computation and Simulation in Science and Engineering,Institute for Computational and Applied Mathematics,Xiangtan University,Xiangtan 411105,China 《Science China Mathematics》 SCIE 2007年第12期1765-1780,共16页
In this paper, an economical cascadic multigrid method is proposed. Compared with the usual cascadic multigrid method developed by Bornemann and Deuflhard, the new one requires less iterations on each level, especiall... In this paper, an economical cascadic multigrid method is proposed. Compared with the usual cascadic multigrid method developed by Bornemann and Deuflhard, the new one requires less iterations on each level, especially on the coarser grids. Many operations can be saved in the new cascadic multigrid algorithms. The main ingredient is the control of the iteration numbers on the each level to preserve the accuracy without over iterations. The theoretical justification is based on the observations that the error reduction rate of an iteration scheme in terms of the smoothing property is no longer accurate while the iteration number is big enough. A new formulae of the error reduction rate is employed in our new algorithm. Numerical experiments are reported to support our theory. 展开更多
关键词 economical cascadic MULTIGRID METHOD (ECMG) cascadic MULTIGRID METHOD (CMG)
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Analysis of extrapolation cascadic multigrid method(EXCMG) 被引量:23
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作者 CHEN ChuanMiao HU HongLing +1 位作者 XIE ZiQing LI ChenLiang 《Science China Mathematics》 SCIE 2008年第8期1349-1360,共12页
Based on an asymptotic expansion of finite element,a new extrapolation formula and extrapolation cascadic multigrid method(EXCMG)are proposed,in which the new extrapolation and quadratic interpolation are used to prov... Based on an asymptotic expansion of finite element,a new extrapolation formula and extrapolation cascadic multigrid method(EXCMG)are proposed,in which the new extrapolation and quadratic interpolation are used to provide a better initial value on refined grid.In the case of triple grids,the error of the new initial value is analyzed in detail.A larger scale computation is completed in PC. 展开更多
关键词 cascadic multigrid finite element new extrapolation error analysis 65N30
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ON EXTRAPOLATION CASCADIC MULTIGRID METHOD 被引量:11
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作者 Chuanmiao Chen Zhong-Ci Shi Hongling Hu 《Journal of Computational Mathematics》 SCIE CSCD 2011年第6期684-697,共14页
Based on an asymptotic expansion of (bi)linear finite elements, a new extrapolation formula and extrapolation cascadic multigrid method (EXCMG) are proposed. The key ingredients of the proposed methods are some ne... Based on an asymptotic expansion of (bi)linear finite elements, a new extrapolation formula and extrapolation cascadic multigrid method (EXCMG) are proposed. The key ingredients of the proposed methods are some new extrapolations and quadratic interpolations, which are used to provide better initial values on the refined grid. In the case of triple grids, the errors of the new initial values are analyzed in detail. The numerical experiments show that EXCMG has higher accuracy and efficiency. 展开更多
关键词 cascadic multigrid Finite element New extrapolation Error analysis.
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CASCADIC MULTIGRID FOR PARABOLIC PROBLEMS CASCADIC MULTIGRID FOR PARABOLIC PROBLEMS 被引量:18
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作者 Zhong-ci Shi, Xue-jun Xu (State Key Laboratory of Scientific and Engineering Computing, Institute of Computational Mathematics, Chinese Academy of Sciences, Beijing 100080, China) 《Journal of Computational Mathematics》 SCIE CSCD 2000年第5期551-560,共10页
In this paper, we develop the cascadic multigrid method for parabolic problems. The optimal convergence accuracy and computation complexity are obtained.
关键词 cascadic multigrid Finite element Parabolic problem.
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Cascadic multigrid methods for parabolic problems 被引量:7
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作者 DU Qiang MING PingBing 《Science China Mathematics》 SCIE 2008年第8期1415-1439,共25页
In this paper,we consider the cascadic multigrid method for a parabolic type equation.Backward Euler approximation in time and linear finite element approximation in space are employed.A stability result is establishe... In this paper,we consider the cascadic multigrid method for a parabolic type equation.Backward Euler approximation in time and linear finite element approximation in space are employed.A stability result is established under some conditions on the smoother.Using new and sharper estimates for the smoothers that reflect the precise dependence on the time step and the spatial mesh parameter,these conditions are verified for a number of popular smoothers.Optimal error bound sare derived for both smooth and non-smooth data.Iteration strategies guaranteeing both the optimal accuracy and the optimal complexity are presented. 展开更多
关键词 cascadic multigrid method parabolic problem finite element methods backward Euler scheme smoother STABILITY optimal error order optimal complexity 65N30 65N55 65F10
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Advances in the Synthesis of α-Trifluoromethyl Ketones and Their Application via Defluorinative Reactions 被引量:1
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作者 Cao Sufang Liu Yunyun Wan Jieping 《有机化学》 北大核心 2025年第1期86-103,共18页
α-Trifluoromethyl ketones are a class of useful compounds with versatile applications.Their synthetic application via the transformation of the C—F bonds is of particular interest by allowing the synthesis of organi... α-Trifluoromethyl ketones are a class of useful compounds with versatile applications.Their synthetic application via the transformation of the C—F bonds is of particular interest by allowing the synthesis of organic compounds with diverse structures.Herein,the advances in the research areas ofα-trifluoromethyl ketone synthesis and their defluorination reactions are reviewed.Discussion on the mechanisms of the typical reactions has also been provided,in hope of affording some guides to the chemistry ofα-trifluoromethyl ketones in the synthetic methods toward themselves and their derivatives. 展开更多
关键词 α-trifluoromethyl ketone synthetic method synthetic application DEFLUORINATION cascade reaction
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A CASCADIC MULTIGRID METHOD FOR EIGENVALUE PROBLEM 被引量:3
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作者 Xiaole Han Hehu Xie Fei Xu 《Journal of Computational Mathematics》 SCIE CSCD 2017年第1期74-90,共17页
A cascadic multigrid method is proposed for eigenvalue problems based on the multilevel correction scheme. With this new scheme, an eigenvalue problem on the finest space can be solved by linear smoothing steps on a s... A cascadic multigrid method is proposed for eigenvalue problems based on the multilevel correction scheme. With this new scheme, an eigenvalue problem on the finest space can be solved by linear smoothing steps on a series of multilevel finite element spaces and nonlinear correcting steps on special coarsest spaces. Once the sequence of finite element spaces and the number of smoothing steps are appropriately chosen, the optimal convergence rate with the optimal computational work can be obtained. Some numerical experiments are presented to validate our theoretical analysis. 展开更多
关键词 Eigenvalue problem cascadic multigrid Multilevel correction scheme Finiteelement method.
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P1-NONCONFORMING QUADRILATERAL FINITE VOLUME ELEMENT METHOD AND ITS CASCADIC MULTIGRID ALGORITHM FOR ELLIPTIC PROBLEMS 被引量:3
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作者 Hong-ying Man Zhong-ci Shi 《Journal of Computational Mathematics》 SCIE EI CSCD 2006年第1期59-80,共22页
In this paper, we discuss the finite volume element method of P1-nonconforming quadrilateral element for elliptic problems and obtain optimal error estimates for general quadrilateral partition. An optimal cascadic mu... In this paper, we discuss the finite volume element method of P1-nonconforming quadrilateral element for elliptic problems and obtain optimal error estimates for general quadrilateral partition. An optimal cascadic multigrid algorithm is proposed to solve the non-symmetric large-scale system resulting from such discretization. Numerical experiments are reported to support our theoretical results. 展开更多
关键词 finite volume element method cascadic multigrid Elliptic problems
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CASCADIC MULTIGRID METHOD FOR THE MORTAR ELEMENT METHOD FOR P1 NONCONFORMING ELEMENT 被引量:4
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作者 Chun-jia Bi Dan-hui Hong 《Journal of Computational Mathematics》 SCIE EI CSCD 2005年第4期425-440,共16页
In this paper, we consider the cascadic multigrid method for the mortar P1 nonconforming element which is used to solve the Poisson equation and prove that the cascadic conjugate gradient method is accurate with optim... In this paper, we consider the cascadic multigrid method for the mortar P1 nonconforming element which is used to solve the Poisson equation and prove that the cascadic conjugate gradient method is accurate with optimal complexity. 展开更多
关键词 Mortar P1 nonconforming element cascadic multigrid method
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A CASCADIC MULTIGRID ALGORITHM FOR COMPUTING THE FIEDLER VECTOR OF GRAPH LAPLACIANS 被引量:2
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作者 John C. Urschel Jinchao Xu +1 位作者 Xiaozhe Hu Ludmil T. Zikatanov 《Journal of Computational Mathematics》 SCIE CSCD 2015年第2期209-226,共18页
In this paper, we develop a cascadic multigrid algorithm for fast computation of the Fiedler vector of a graph Laplacian, namely, the eigenvector corresponding to the second smallest eigenvalne. This vector has been f... In this paper, we develop a cascadic multigrid algorithm for fast computation of the Fiedler vector of a graph Laplacian, namely, the eigenvector corresponding to the second smallest eigenvalne. This vector has been found to have applications in fields such as graph partitioning and graph drawing. The algorithm is a purely algebraic approach based on a heavy edge coarsening scheme and pointwise smoothing for refinement. To gain theoretical insight, we also consider the related cascadic multigrid method in the geometric setting for elliptic eigenvalue problems and show its uniform convergence under certain assumptions. Numerical tests are presented for computing the Fiedler vector of several practical graphs, and numerical results show the efficiency and optimality of our proposed cascadic multigrid algorithm. 展开更多
关键词 Graph Laplacian cascadic Multigrid Fiedler vector Elliptic eigenvalue prob-lems.
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Natural products based on Correa's cascade for the treatment of gastric cancer trilogy:Current status and future perspective 被引量:3
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作者 Wenhao Liao Jing Wang Yuchen Li 《Journal of Pharmaceutical Analysis》 2025年第2期325-341,共17页
Gastric carcinoma(GC)is a malignancy with multifactorial involvement,multicellular regulation,and multistage evolution.The classic Correa's cascade of intestinal GC specifies a trilogy of malignant transformation ... Gastric carcinoma(GC)is a malignancy with multifactorial involvement,multicellular regulation,and multistage evolution.The classic Correa's cascade of intestinal GC specifies a trilogy of malignant transformation of the gastric mucosa,in which normal gastric mucosa gradually progresses from inactive or chronic active gastritis(Phase I)to gastric precancerous lesions(Phase II)and finally to GC(Phase III).Correa's cascade highlights the evolutionary pattern of GC and the importance of early intervention to prevent malignant transformation of the gastric mucosa.Intervening in early gastric mucosal lesions,i.e.,Phases I and II,will be the key strategy to prevent and treat GC.Natural products(NPs)have been an important source for drug development due to abundant sources,tremendous safety,and multiple pharmacodynamic mechanisms.This review is the first to investigate and summarize the multi-step effects and regulatory mechanisms of NPs on the Correa's cascade in gastric carcinogenesis.In Phase I,NPs modulate Helicobacter pylori urease activity,motility,adhesion,virulence factors,and drug resistance,thereby inhibiting H.pylori-induced gastric mucosal inflammation and oxidative stress,and facilitating ulcer healing.In Phase II,NPs modulate multiple pathways and mediators regulating gastric mucosal cell cycle,apoptosis,autophagy,and angiogenesis to reverse gastric precancerous lesions.In Phase III,NPs suppress cell proliferation,migration,invasion,angiogenesis,and cancer stem cells,induce apoptosis and autophagy,and enhance chemotherapeutic drug sensitivity for the treatment of GC.In contrast to existing work,we hope to uncover NPs with sequential therapeutic effects on multiple phases of GC development,providing new ideas for gastric cancer prevention,treatment,and drug development. 展开更多
关键词 Atrophic gastritis Correa's cascade DYSPLASIA Gastric carcinoma Helicobacter pylori Gastric precancerous lesions Intestinal metaplasia Natural products
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Asymptotic expansions of finite element solutions to Robin problems in H^3 and their application in extrapolation cascadic multigrid method 被引量:1
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作者 HU HongLing CHEN ChuanMiao PAN KeJia 《Science China Mathematics》 SCIE 2014年第4期687-698,共12页
For the Poisson equation with Robin boundary conditions,by using a few techniques such as orthogonal expansion(M-type),separation of the main part and the finite element projection,we prove for the first time that the... For the Poisson equation with Robin boundary conditions,by using a few techniques such as orthogonal expansion(M-type),separation of the main part and the finite element projection,we prove for the first time that the asymptotic error expansions of bilinear finite element have the accuracy of O(h3)for u∈H3.Based on the obtained asymptotic error expansions for linear finite elements,extrapolation cascadic multigrid method(EXCMG)can be used to solve Robin problems effectively.Furthermore,by virtue of Richardson not only the accuracy of the approximation is improved,but also a posteriori error estimation is obtained.Finally,some numerical experiments that confirm the theoretical analysis are presented. 展开更多
关键词 finite element Richardson extrapolation Robin problem asymptotic expansion cascadic multi-grid method
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A new cascadic multigrid 被引量:1
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作者 石钟慈 许学军 《Science China Mathematics》 SCIE 2001年第1期21-30,共10页
We present a new cascadic multigrid for elliptic problems.
关键词 cascadic multigrid finite element elliptic problems
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基于Cascade R-CNN的风电叶片表面缺陷检测方法 被引量:1
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作者 毛颖杰 勾越 《微特电机》 2025年第5期85-88,共4页
风电叶片作为风力发电机组的关键部件,其表面缺陷的检测对于确保风电机组的稳定运行和延长使用寿命至关重要。传统的人工检测方法效率低、易受人为因素影响,提出了一种基于Cascade R-CNN的风电叶片表面缺陷检测方法。通过高分辨率无人... 风电叶片作为风力发电机组的关键部件,其表面缺陷的检测对于确保风电机组的稳定运行和延长使用寿命至关重要。传统的人工检测方法效率低、易受人为因素影响,提出了一种基于Cascade R-CNN的风电叶片表面缺陷检测方法。通过高分辨率无人机拍摄风电叶片表面图像,获取高质量的检测数据。采用Cascade R-CNN模型,该模型通过级联结构逐步提升检测精度,能够有效识别不同尺度的缺陷,如裂纹、划痕和腐蚀等常见损伤。为了提高模型的鲁棒性和泛化能力,采用了特征增强技术和多尺度特征融合方法,增强了模型对不同尺度和复杂特征的敏感度。通过数据扩充技术(如旋转、平移和缩放等变换)增加了训练样本的多样性,从而进一步提升了模型对不同光照、背景以及缺陷类型的适应能力。实验结果表明,该方法在平均精度(AP)上达到88.2%,在平均召回率(AR)上达到75.9%,显著优于传统检测方法,展示了更高的检测精度和效率。该方法不仅提升了风电叶片缺陷检测的精度和效率,也为风电叶片的智能化监控提供了有力的技术支持。 展开更多
关键词 风电叶片 缺陷检测 Cascade R-CNN 目标检测 深度学习
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基于改进Cascade R-CNN的酒液杂质检测算法 被引量:1
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作者 郑明钊 赵润程 +2 位作者 张高毓 樊旭 司凯 《广东通信技术》 2025年第1期62-68,共7页
瓶装白酒中存在杂质会影响产品质量,目前已有基于机器视觉的杂质检测方法。为提升基于机器视觉的检测方法的精度,提出了一种改进的Cascade R-CNN算法用于自动检测酒液中的杂质。该方法采用Cascade R-CNN的基础架构,通过在骨干网络中引入... 瓶装白酒中存在杂质会影响产品质量,目前已有基于机器视觉的杂质检测方法。为提升基于机器视觉的检测方法的精度,提出了一种改进的Cascade R-CNN算法用于自动检测酒液中的杂质。该方法采用Cascade R-CNN的基础架构,通过在骨干网络中引入DCN v2以增强模型捕捉酒液杂质关键特征的能力;应用Libra R-CNN的平衡特征金字塔(BFP)以平衡候选区域的特征质量,为训练提供更提供更丰富的特征表示;使用InstaBoost进行数据增强,通过随机改变小目标实例的位置和大小来增加训练数据的多样性。通过与Faster R-CNN算法的对比实验结果分析,改进后的Cascade R-CNN算法相较于Faster R-CNN算法的AP值(平均精度)有明显的提升;改进后的Cascade R-CNN算法相较于Cascade R-CNN算法BaseLine的AP值有明显提升。因此,该研究提出的改进Cascade R-CNN算法针对酒液杂质的检测精度的提升是有效的。 展开更多
关键词 Cascade R-CNN 小目标检测 DCN v2 BFP InstaBoost
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