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20082026
most citedFramelet Representation of Tensor Nuclear Norm for Third-Order Tensor Completion

185 citations

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34 papers · 1 filter

math.NA2024

Approximating and preconditioning the stiffness matrix in the GoFD approximation of the fractional Laplacian

Weizhang Huang, Jinye Shen

In the finite difference approximation of the fractional Laplacian the stiffness matrix is typically dense and needs to be approximated numerically. The effect of the accuracy in a…

math.NA2024★ 1 cited

A moving mesh finite element method for Bernoulli free boundary problems

Jinye Shen, Heng Dai, Weizhang Huang

A moving mesh finite element method is studied for the numerical solution of Bernoulli free boundary problems. The method is based on the pseudo-transient continuation with which a…

math.NA2024★ 3 cited

Meshfree finite difference solution of homogeneous Dirichlet problems of the fractional Laplacian

Jinye Shen, Bowen Shi, Weizhang Huang

A so-called grid-overlay finite difference method (GoFD) was proposed recently for the numerical solution of homogeneous Dirichlet boundary value problems of the fractional Laplaci…

math.NA2023★ 10 cited

A grid-overlay finite difference method for the fractional Laplacian on arbitrary bounded domains

Weizhang Huang, Jinye Shen

A grid-overlay finite difference method is proposed for the numerical approximation of the fractional Laplacian on arbitrary bounded domains. The method uses an unstructured simpli…

math.NA2022★ 1 cited

Regularized Barzilai-Borwein method

Congpei An, Xin Xu

We develop a novel stepsize based on \BB method for solving some challenging optimization problems efficiently, named regularized \BB (RBB) stepsize. We indicate that RBB stepsize…

math.NA2022★ 5 cited

An adaptive low-rank splitting approach for the extended Fisher--Kolmogorov equation

Yong-Liang Zhao, Xian-Ming Gu

The extended Fisher--Kolmogorov (EFK) equation has been used to describe some phenomena in physical, material and biology systems. In this paper, we propose a full-rank splitting s…

math.NA2022★ 13 cited

On the quadrature exactness in hyperinterpolation

Congpei An, Hao-Ning Wu

This paper investigates the role of quadrature exactness in the approximation scheme of hyperinterpolation. Constructing a hyperinterpolant of degree requires a positive-weight…

math.NA2021★ 9 cited

The springback penalty for robust signal recovery

Congpei An, Hao-Ning Wu, Xiaoming Yuan

We propose a new penalty, the springback penalty, for constructing models to recover an unknown signal from incomplete and inaccurate measurements. Mathematically, the springback p…

math.NA2021★ 7 cited

On the bilateral preconditioning for an L2-type all-at-once system arising from time-space fractional Bloch-Torrey equations

Yong-Liang Zhao, Xian-Ming Gu, Hu Li

Time-space fractional Bloch-Torrey equations (TSFBTEs) are developed by some researchers to investigate the relationship between diffusion and fractional-order dynamics. In this pa…

math.NA2020★ 16 cited

An efficient second-order energy stable BDF scheme for the space fractional Cahn-Hilliard equation

Yong-Liang Zhao, Meng Li, Alexander Ostermann +1

The space fractional Cahn-Hilliard phase-field model is more adequate and accurate in the description of the formation and phase change mechanism than the classical Cahn-Hilliard m…

math.NA2020★ 20 cited

A low-rank Lie-Trotter splitting approach for nonlinear fractional complex Ginzburg-Landau equations

Yong-Liang Zhao, Alexander Ostermann, Xian-Ming Gu

Fractional Ginzburg-Landau equations as the generalization of the classical one have been used to describe various physical phenomena. In this paper, we propose a numerical integra…

math.NA2020★ 6 cited

Tikhonov regularization for polynomial approximation problems in Gauss quadrature points

Congpei An, Hao-Ning Wu

This paper is concerned with the introduction of Tikhonov regularization into least squares approximation scheme on by orthonormal polynomials, in order to handle noisy da…

math.NA2020★ 61 cited

A preconditioning technique for an all-at-once system from Volterra subdiffusion equations with graded time steps

Yong-Liang Zhao, Xian-Ming Gu, Alexander Ostermann

Volterra subdiffusion problems with weakly singular kernel describe the dynamics of subdiffusion processes well.The graded scheme is often chosen to discretize such problems s…

math.NA2020

Fast second-order implicit difference schemes for time distributed-order and Riesz space fractional diffusion-wave equations

Huan-Yan Jian, Ting-Zhu Huang, Xian-Ming Gu +2

In this paper, fast numerical methods are established for solving a class of time distributed-order and Riesz space fractional diffusion-wave equations. We derive new difference sc…

math.NA2020★ 36 cited

A note on parallel preconditioning for the all-at-once solution of Riesz fractional diffusion equations

Xian-Ming Gu, Yong-Liang Zhao, Xi-Le Zhao +2

The -step backwards difference formula (BDF) for solving the system of ODEs can result in a kind of all-at-once linear systems, which are solved via the parallel-in-time precond…

math.NA2020★ 23 cited

Fast implicit difference schemes for time-space fractional diffusion equations with the integral fractional Laplacian

Xian-Ming Gu, Hai-Wei Sun, Yanzhi Zhang +1

In this paper, we develop two fast implicit difference schemes for solving a class of variable-coefficient time-space fractional diffusion equations with integral fractional Laplac…

math.NA2020★ 8 cited

An energy-based discontinuous Galerkin method for semilinear wave equations

Daniel Appelo, Thomas Hagstrom, Qi Wang +1

We generalize the energy-based discontinuous Galerkin method proposed in [SIAM J. Num. Anal., 53(6):2705-2726, 2015.] to second-order semilinear wave equations. A stability and con…

math.NA2019★ 31 cited

A fast implicit difference scheme for solving the generalized time-space fractional diffusion equations with variable coefficients

Xian-Ming Gu, Ting-Zhu Huang, Yong-Liang Zhao +2

In this paper, we first propose an unconditionally stable implicit difference scheme for solving generalized time-space fractional diffusion equations (GTSFDEs) with variable coeff…

math.NA2019★ 3 cited

Randomized algorithms for the low multilinear rank approximations of tensors

Maolin Che, Yimin Wei, Hong Yan

In this paper, we focus on developing randomized algorithms for the computation of low multilinear rank approximations of tensors based on the random projection and the singular va…

math.NA2019★ 8 cited

A Hessenberg-type Algorithm for Computing PageRank Problems

Xian-Ming Gu, Siu-Long Lei, Ke Zhang +3

PageRank is a widespread model for analysing the relative relevance of nodes within large graphs arising in several applications. In the current paper, we present a cost-effective…

math.NA2019★ 2 cited

Fast Cadzow's Algorithm and a Gradient Variant

Haifeng Wang, Jian-Feng Cai, Tianming Wang +1

The Cadzow's algorithm is a signal denoising and recovery method which was designed for signals corresponding to low rank Hankel matrices. In this paper we first introduce a Fast C…

math.NA2019★ 5 cited

An implicit integration factor method for a kind of spatial fractional diffusion equations

Yong-Liang Zhao, Pei-Yong Zhu, Xian-Ming Gu +2

A kind of spatial fractional diffusion equations in this paper are studied. Firstly, an L1 formula is employed for the spatial discretization of the equations. Then, a second order…

math.NA2019

An efficient second-order convergent scheme for one-side space fractional diffusion equations with variable coefficients

Xue-lei Lin, Pin Lyu, Michael K. Ng +2

In this paper, a second order finite difference scheme is investigated for time-dependent one-side space fractional diffusion equations with variable coefficients. The existing sch…

math.NA2019

A fast linearized finite difference method for the nonlinear multi-term time-fractional wave equation

Pin Lyu, Yuxiang Liang, Zhibo Wang

In this paper, we study a fast and linearized finite difference method to solve the nonlinear time-fractional wave equation with multi fractional orders. We first propose a discret…