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CONVERGENCE ANALYSIS FOR A NONCONFORMING MEMBRANE ELEMENT ON ANISOTROPIC MESHES 被引量:43
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作者 Dong-yang Shi Shao-chun Chen Ichiro Hagiwara 《Journal of Computational Mathematics》 SCIE EI CSCD 2005年第4期373-382,共10页
Regular assumption of finite element meshes is a basic condition of most analysis of finite element approximations both for conventional conforming elements and nonconforming elements. The aim of this paper is to pres... Regular assumption of finite element meshes is a basic condition of most analysis of finite element approximations both for conventional conforming elements and nonconforming elements. The aim of this paper is to present a novel approach of dealing with the approximation of a four-degree nonconforming finite element for the second order elliptic problems on the anisotropic meshes. The optimal error estimates of energy norm and L^2-norm without the regular assumption or quasi-uniform assumption are obtained based on some new special features of this element discovered herein. Numerical results are given to demonstrate validity of our theoretical analysis. 展开更多
关键词 Anisotropic mesh Nonconforming finite element optimal estimate
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基于卡尔曼滤波算法的农业大棚数据融合处理技术研究 被引量:14
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作者 段杰 姜岩 +2 位作者 唐勇伟 王茂励 赵景波 《中国农机化学报》 北大核心 2018年第5期60-63,共4页
研究是建立在基于农业物联网技术的农业大棚信息监测系统的基础之上,利用卡尔曼滤波算法对采集终端传感器采集到的大量数据进行融合处理。该算法首先通过状态方程和节点观测方程推出状态一步预测值方程,其次将状态一步预测值方程与节点... 研究是建立在基于农业物联网技术的农业大棚信息监测系统的基础之上,利用卡尔曼滤波算法对采集终端传感器采集到的大量数据进行融合处理。该算法首先通过状态方程和节点观测方程推出状态一步预测值方程,其次将状态一步预测值方程与节点观测方程结合,便可得到系统状态最优估计值。最后通过预测值与测量值进行比较,并结合协方差的变化对状态估计值进行加权修正。仿真结果分析表明,利用卡尔曼滤波算法进行数据融合,能够得到更加平稳的数据值,精度也大大提高。 展开更多
关键词 农业物联网 卡尔曼滤波 数据融合 最优估计值
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GPS高程拟合的不同估计方法比较 被引量:12
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作者 唐诗华 袁隆疆 +2 位作者 王江波 肖阳 蒲伦 《桂林理工大学学报》 CAS 北大核心 2018年第3期501-506,共6页
通过GPS高程异常平面拟合实例,系统地介绍了最小二乘估计、总体最小二乘估计、稳健最小二乘估计、稳健总体最小二乘估计、半参数估计等5种估计方法的原理和特点,比较了它们的识别模型参数、减弱系统误差、抵御粗差和不同类型误差的能力... 通过GPS高程异常平面拟合实例,系统地介绍了最小二乘估计、总体最小二乘估计、稳健最小二乘估计、稳健总体最小二乘估计、半参数估计等5种估计方法的原理和特点,比较了它们的识别模型参数、减弱系统误差、抵御粗差和不同类型误差的能力。结果表明:总体最小二乘估计在GPS高程拟合中稳定性较弱,IGGⅢ抗差方案会放大随机模型误差对平面拟合模型的影响,半参数估计只有在系统误差存在下与最小二乘估计参数值相差大,最小二乘估计在高程拟合中精度最高。 展开更多
关键词 稳健总体最小二乘估计 半参数估计 GPS高程异常拟合 适用范围 最优估计
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多站无源定位最佳配置分析 被引量:11
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作者 王本才 何友 +1 位作者 王国宏 修建娟 《中国科学:信息科学》 CSCD 2011年第10期1251-1267,共17页
为了提高多站无源定位精度,以LS算法的GDOP为基础对多站测向交叉定位的最佳配置形式进行了分析.指出当目标位于多传感器形成的闭合区域内、外侧时,其最佳配置形式是各相邻传感器间夹角相同,且传感器位于以目标位置(同时为坐标系原点)为... 为了提高多站无源定位精度,以LS算法的GDOP为基础对多站测向交叉定位的最佳配置形式进行了分析.指出当目标位于多传感器形成的闭合区域内、外侧时,其最佳配置形式是各相邻传感器间夹角相同,且传感器位于以目标位置(同时为坐标系原点)为圆心的外接圆上;如果在该最佳形式中没有对相邻夹角的限制,则LS算法可以达到方差最小意义下的最优估计;文中同时对最优估计及最佳配置条件下LS算法的一致性进行了分析.仿真结果验证了最佳配置形式的分析,并指出该形式可以应用到基于传感器管理的多站无源定位算法中. 展开更多
关键词 多站无源定位 最佳配置 GDOP夹角 一致性 最优估计
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基于多级中值滤波的小波去噪方法 被引量:9
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作者 贺长伟 刘英霞 +1 位作者 任文杰 王欣 《计算机应用》 CSCD 北大核心 2007年第9期2117-2119,2125,共4页
经典图像去噪方法中,多级中值滤波有良好的保护细节的特性,近年来在小波域中对信号的处理,能使噪声抑制更加有效。结合两者的特点,提出了基于多级中值滤波的改进算法,利用最大最小中值之差判断平坦及边缘区域,实现了在小波域中平滑噪声... 经典图像去噪方法中,多级中值滤波有良好的保护细节的特性,近年来在小波域中对信号的处理,能使噪声抑制更加有效。结合两者的特点,提出了基于多级中值滤波的改进算法,利用最大最小中值之差判断平坦及边缘区域,实现了在小波域中平滑噪声的同时还可以保护图像细节不受损失。实验表明该方法与Donoho的软门限方法相比较,可以得到更好的去噪效果。 展开更多
关键词 小波变换 图像去噪 多级中值滤波 最佳估计
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理解大气资料同化的根本概念 被引量:8
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作者 朱国富 《气象》 CSCD 北大核心 2015年第4期456-463,共8页
本文阐明随机变量是大气资料同化的根本概念。其根本性可以体现在两个方面:(1)原理上,大气资料同化的科学实质是建立在随机变量这个概念上。由于将资料同化的可用信息视为随机变量的数据,所以概率论与数理统计学成为资料同化的数学基础... 本文阐明随机变量是大气资料同化的根本概念。其根本性可以体现在两个方面:(1)原理上,大气资料同化的科学实质是建立在随机变量这个概念上。由于将资料同化的可用信息视为随机变量的数据,所以概率论与数理统计学成为资料同化的数学基础,使得资料同化有了基于估计理论的最优标准及其数学形式,成为一门科学。(2)实施上,基于随机变量这个概念下的数据是理解大气资料同化发展史的钥匙。由于资料同化的具体实施表现为各种同化方法中可用信息的资料融合,将资料同化的可用信息视为随机变量的数据,可以清晰地揭示主流同化方法的发展进程对应着其可用信息在内涵和种类上的不断扩展,这个扩展具体地体现了同化发展史的一个循序渐进的内在发展逻辑。 展开更多
关键词 大气资料同化 大气状态 随机变量 最优估计
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自适应飞机驾驶员最优控制模型研究及应用 被引量:8
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作者 刘嘉 向锦武 +2 位作者 张颖 孙阳 肖楚琬 《航空学报》 EI CAS CSCD 北大核心 2016年第4期1127-1138,共12页
针对驾驶员最优控制模型(OCM)无法反映飞行员在未知环境下渐进适应过程这一缺点,采用自适应状态估计理论对OCM进行改进,建立了基于自适应状态估计的驾驶员最优控制模型(MOCM-AE),给出了算法流程。通过对比飞行试验数据和未知扰动下的着... 针对驾驶员最优控制模型(OCM)无法反映飞行员在未知环境下渐进适应过程这一缺点,采用自适应状态估计理论对OCM进行改进,建立了基于自适应状态估计的驾驶员最优控制模型(MOCM-AE),给出了算法流程。通过对比飞行试验数据和未知扰动下的着舰应用,对模型进行了评估。通过人机闭环仿真进行了飞行试验再现,得到了人机闭环频域曲线。对比结果表明,与OCM相比MOCM-AE的频域特性曲线与试验更为吻合。在着舰应用中,引入低空紊流作为未知扰动进行着舰仿真,结果表明OCM强烈依赖于先验经验,而MOCM-AE无论是否具有先验经验,无论是否存在未知扰动,均能取得良好着舰效果。在未知扰动和舰尾流影响下,MOCM-AE比传统OCM着舰精度提高59%,着舰点分布范围缩小29%,这体现了飞行员对未知环境的适应能力。 展开更多
关键词 着舰 驾驶员模型 最优控制 未知扰动 状态估计
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Optimal constant in an L^2 extension problem and a proof of a conjecture of Ohsawa 被引量:7
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作者 GUAN Qi'An ZHOU Xiang Yu 《Science China Mathematics》 SCIE CSCD 2015年第1期35-59,共25页
In this paper,we solve the optimal constant problem in the setting of Ohsawa’s generalized L2extension theorem.As applications,we prove a conjecture of Ohsawa and the extended Suita conjecture,we also establish some ... In this paper,we solve the optimal constant problem in the setting of Ohsawa’s generalized L2extension theorem.As applications,we prove a conjecture of Ohsawa and the extended Suita conjecture,we also establish some relations between Bergman kernel and logarithmic capacity on compact and open Riemann surfaces. 展开更多
关键词 L2 extension theorem optimal L2 estimate Bergman kernel a conjecture of Ohsawa extendedSuita conjecture
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Adaptive Estimation in Partly Linear Regression Models 被引量:2
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作者 高集体 赵林城 《Science China Mathematics》 SCIE 1993年第1期14-27,共14页
Consider the regression model y_i=x_iβ+g(t_i)+e_i for i=1,2,...,n. Here g(·) is an unknown function, β is a parameter to be estimated, and e_i are random errors. Based on g(·) estimated by kernel type esti... Consider the regression model y_i=x_iβ+g(t_i)+e_i for i=1,2,...,n. Here g(·) is an unknown function, β is a parameter to be estimated, and e_i are random errors. Based on g(·) estimated by kernel type estimator for the case where (x_i,t_i) are i. i. d. design points, the adaptive estimator of β is investigated, and some results about the asymptotically optimal convergence rates of the estimates are also obtained. In the meantime, the family of nonparametric estimates of g(·) including the known kernel and nearest neighbor estimates is proposed. Based on the nonparametric estimate for the case that (x_i,t_i) are known and nonrandom, the asymptotic normality of least squares estimator of β is proved. 展开更多
关键词 partly LINEAR regression MODEL semiparametrie regression MODEL NONPARAMETRIC estimate adaptive estimate asymptotieally optimal eonvergence rate.
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A Priori and A Posteriori Error Estimates of Streamline Diffusion Finite Element Method for Optimal Control Problem Governed by Convection Dominated Diffusion Equation 被引量:5
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作者 Ningning Yan Zhaojie Zhou 《Numerical Mathematics(Theory,Methods and Applications)》 SCIE 2008年第3期297-320,共24页
In this paper,we investigate a streamline diffusion finite element approxi- mation scheme for the constrained optimal control problem governed by linear con- vection dominated diffusion equations.We prove the existenc... In this paper,we investigate a streamline diffusion finite element approxi- mation scheme for the constrained optimal control problem governed by linear con- vection dominated diffusion equations.We prove the existence and uniqueness of the discretized scheme.Then a priori and a posteriori error estimates are derived for the state,the co-state and the control.Three numerical examples are presented to illustrate our theoretical results. 展开更多
关键词 Constrained optimal control problem convection dominated diffusion equation stream-line diffusion finite element method a priori error estimate a posteriori error estimate.
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ANALYSIS AND DISCRETIZATION FOR AN OPTIMAL CONTROL PROBLEM OF A VARIABLE-COEFFICIENT RIESZ-FRACTIONAL DIFFUSION EQUATION WITH POINTWISE CONTROL CONSTRAINTS
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作者 周兆杰 王方圆 郑祥成 《Acta Mathematica Scientia》 SCIE CSCD 2023年第2期640-654,共15页
We present a mathematical and numerical study for a pointwise optimal control problem governed by a variable-coefficient Riesz-fractional diffusion equation.Due to the impact of the variable diffusivity coefficient,ex... We present a mathematical and numerical study for a pointwise optimal control problem governed by a variable-coefficient Riesz-fractional diffusion equation.Due to the impact of the variable diffusivity coefficient,existing regularity results for their constantcoefficient counterparts do not apply,while the bilinear forms of the state(adjoint)equation may lose the coercivity that is critical in error estimates of the finite element method.We reformulate the state equation as an equivalent constant-coefficient fractional diffusion equation with the addition of a variable-coefficient low-order fractional advection term.First order optimality conditions are accordingly derived and the smoothing properties of the solutions are analyzed by,e.g.,interpolation estimates.The weak coercivity of the resulting bilinear forms are proven via the Garding inequality,based on which we prove the optimal-order convergence estimates of the finite element method for the(adjoint)state variable and the control variable.Numerical experiments substantiate the theoretical predictions. 展开更多
关键词 Riesz-fractional diffusion equation variable coefficient optimal control finite element method Garding inequality optimal-order error estimate
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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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Optimal error estimates and modified energy conservation identities of the ADI-FDTD scheme on staggered grids for 3D Maxwell's equations 被引量:4
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作者 GAO LiPing ZHANG Bo 《Science China Mathematics》 SCIE 2013年第8期1705-1726,共22页
This paper is concerned with the optimal error estimates and energy conservation properties of the alternating direction implicit finite-difference time-domain (ADI-FDTD) method which is a popular scheme for solving... This paper is concerned with the optimal error estimates and energy conservation properties of the alternating direction implicit finite-difference time-domain (ADI-FDTD) method which is a popular scheme for solving the 3D Maxwell's equations. Precisely, for the case with a perfectly electric conducting (PEC) boundary condition we establish the optimal second-order error estimates in both space and time in the discrete Hi-norm for the ADI-FDTD scheme, and prove the approximate divergence preserving property that if the divergence of the initial electric and magnetic fields are zero, then the discrete L2-norm of the discrete divergence of the ADI-FDTD solution is approximately zero with the second-order accuracy in both space and time. The key ingredient is two new discrete modified energy norms which are second-order in time perturbations of two new energy conservation laws for the Maxwell's equations introduced in this paper. ~rthermore, we prove that, in addition to two known discrete modified energy identities which are second-order in time perturbations of two known energy conservation laws, the ADI-FDTD scheme also satisfies two new discrete modified energy identities which are second-order in time perturbations of the two new energy conservation laws. This means that the ADI-FDTD scheme is unconditionally stable under the four discrete modified energy norms. Experimental results which confirm the theoretical results are presented. 展开更多
关键词 alternating direction implicit method finite-difference time-domain method Maxwell's equations optimal error estimate SUPERCONVERGENCE unconditional stability energy conservation divergence preservingproperty
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A Quadratic Serendipity Finite Volume Element Method on Arbitrary Convex Polygonal Meshes
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作者 Yanlong Zhang 《Communications in Computational Physics》 SCIE 2023年第6期116-131,共16页
Based on the idea of serendipity element,we construct and analyze the first quadratic serendipity finite volume element method for arbitrary convex polygonalmeshes in this article.The explicit construction of quadrati... Based on the idea of serendipity element,we construct and analyze the first quadratic serendipity finite volume element method for arbitrary convex polygonalmeshes in this article.The explicit construction of quadratic serendipity element shape function is introduced from the linear generalized barycentric coordinates,and the quadratic serendipity element function space based on Wachspress coordinate is selected as the trial function space.Moreover,we construct a family of unified dual partitions for arbitrary convex polygonal meshes,which is crucial to finite volume element scheme,and propose a quadratic serendipity polygonal finite volume element method with fewer degrees of freedom.Finally,under certain geometric assumption conditions,the optimal H1 error estimate for the quadratic serendipity polygonal finite volume element scheme is obtained,and verified by numerical experiments. 展开更多
关键词 Quadratic serendipity polygonal finite volume element method arbitrary convex polygonal meshes Wachspress coordinate unified dual partitions optimal H1 error estimate
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A Priori Error Estimates for Spectral Galerkin Approximations of Integral State-Constrained Fractional Optimal Control Problems
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作者 Juan Zhang Jiabin Song Huanzhen Chen 《Advances in Applied Mathematics and Mechanics》 SCIE 2023年第3期568-582,共15页
The fractional optimal control problem leads to significantly increased computational complexity compared to the corresponding classical integer-order optimal control problem,due to the global properties of fractional... The fractional optimal control problem leads to significantly increased computational complexity compared to the corresponding classical integer-order optimal control problem,due to the global properties of fractional differential operators.In this paper,we focus on an optimal control problem governed by fractional differential equations with an integral constraint on the state variable.By the proposed first-order optimality condition consisting of a Lagrange multiplier,we design a spectral Galerkin discrete scheme with weighted orthogonal Jacobi polynomials to approximate the resulting state and adjoint state equations.Furthermore,a priori error estimates for state,adjoint state and control variables are discussed in details.Illustrative numerical tests are given to demonstrate the validity and applicability of our proposed approximations and theoretical results. 展开更多
关键词 Fractional optimal control problem state constraint spectral method Jacobi polynomial a priori error estimate
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A PRIORI ERROR ESTIMATES FOR OBSTACLE OPTIMAL CONTROL PROBLEM,WHERE THE OBSTACLE IS THE CONTROLITSELF
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作者 Yazid Dendani Radouen Ghanem 《Journal of Computational Mathematics》 SCIE CSCD 2023年第4期717-740,共24页
In this paper we deal with the convergence analysis of the finite element method for an elliptic penalized unilateral obstacle optimal control problem where the control and the obstacle coincide.Error estimates are es... In this paper we deal with the convergence analysis of the finite element method for an elliptic penalized unilateral obstacle optimal control problem where the control and the obstacle coincide.Error estimates are established for both state and control variables.We apply a fixed point type iteration method to solve the discretized problem.To corroborate our error estimations and the eficiency of our algorithms,the convergence results and numerical experiments are illustrated by concrete examples. 展开更多
关键词 optimal control Obstacle problem Finite element A priori error estimate
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基于地统计的江苏省人口分布的最优估计研究 被引量:3
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作者 刘永伟 闫庆武 +1 位作者 姜春雷 王红 《测绘与空间地理信息》 2013年第1期45-49,共5页
为了寻求一种人口分布的最优估计模型,提高人口分布的拟合效果,文章以2000年第五次人口普查和2010年第六次人口普查数据为基础,以ArcGIS强大的空间分析功能为依托,采用不同的地统计分析模型对江苏省两次普查的人口密度数据进行探索性数... 为了寻求一种人口分布的最优估计模型,提高人口分布的拟合效果,文章以2000年第五次人口普查和2010年第六次人口普查数据为基础,以ArcGIS强大的空间分析功能为依托,采用不同的地统计分析模型对江苏省两次普查的人口密度数据进行探索性数据分析,并从中选择最优模型进行克里格插值。结果表明,两次普查间江苏省人口分布整体格局变化不大,但呈现出各地区的整体密度不断增大、空间分布"两极分化"、人口分布重心逐渐南移等特征。 展开更多
关键词 人口普查 地统计 江苏省 人口分布 最优估计
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一类广义过程非观测分量依可观测分量随机信号的最优滤波与估计 被引量:2
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作者 肖筱南 《系统工程》 CSCD 北大核心 2004年第7期84-87,共4页
研究信号传递系统中一类含分式有理谱密度广义过程非观测分量依可观测分量随机信号的最优滤波与估计问题。为了有效提高此类信号传递系统的信息滤波效率,在首先建立此类含分式有理谱密度多维广义过程随机信息序列模型并对此类过程非观... 研究信号传递系统中一类含分式有理谱密度广义过程非观测分量依可观测分量随机信号的最优滤波与估计问题。为了有效提高此类信号传递系统的信息滤波效率,在首先建立此类含分式有理谱密度多维广义过程随机信息序列模型并对此类过程非观测分量依可观测分量随机信号进行最佳线性估计与均方误差分析的基础上,深入研究此类广义过程随机信号的最优递推滤波与估计。研究结果表明,本文给出的最优递推滤波算法及其得到的最优递推滤波和最佳线性估计方程,对于解决该类广义过程随机信号的最优滤波与估计效果甚佳,为进一步提高此类信号传递系统的效率提供了一种非常有效的数学处理方法。 展开更多
关键词 谱密度 广义过程 随机信号 随机测度 最优滤波 最优估计
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A restriction theorem for oscillatory integral operator with certain polynomial phase 被引量:1
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作者 Shaozhen XU Dunyan YAN 《Frontiers of Mathematics in China》 SCIE CSCD 2017年第4期967-980,共14页
We consider the oscillatory integral operator Ta,mf(X) f(y)dy, where the function f is a Schwartz function.In this paper, the restriction theorem on Sn-1 for this operator is obtained. Moreover, we obtain a necess... We consider the oscillatory integral operator Ta,mf(X) f(y)dy, where the function f is a Schwartz function.In this paper, the restriction theorem on Sn-1 for this operator is obtained. Moreover, we obtain a necessary condition which ensures validity of the restriction theorem. 展开更多
关键词 Restriction theorem oscillatory integral operator L2 boundedness optimal estimate necessary condition
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A Modified Crank-Nicolson Numerical Scheme for the Flory-Huggins Cahn-Hilliard Model 被引量:1
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作者 Wenbin Chen Jianyu Jing +2 位作者 Cheng Wang Xiaoming Wang Steven M.Wise 《Communications in Computational Physics》 SCIE 2022年第1期60-93,共34页
In this paper we propose and analyze a second order accurate numericalscheme for the Cahn-Hilliard equation with logarithmic Flory Huggins energy potential. A modified Crank-Nicolson approximation is applied to the l... In this paper we propose and analyze a second order accurate numericalscheme for the Cahn-Hilliard equation with logarithmic Flory Huggins energy potential. A modified Crank-Nicolson approximation is applied to the logarithmic nonlinear term, while the expansive term is updated by an explicit second order AdamsBashforth extrapolation, and an alternate temporal stencil is used for the surface diffusion term. A nonlinear artificial regularization term is added in the numerical scheme,which ensures the positivity-preserving property, i.e., the numerical value of the phasevariable is always between -1 and 1 at a point-wise level. Furthermore, an unconditional energy stability of the numerical scheme is derived, leveraging the special formof the logarithmic approximation term. In addition, an optimal rate convergence estimate is provided for the proposed numerical scheme, with the help of linearizedstability analysis. A few numerical results, including both the constant-mobility andsolution-dependent mobility flows, are presented to validate the robustness of the proposed numerical scheme. 展开更多
关键词 Cahn-Hilliard equation Flory Huggins energy potential positivity preserving energy stability second order accuracy optimal rate convergence estimate
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