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In this work, we propose an easy-to-implement fixed-point algorithm for reconstructing a space-time dependent source in a subdiffusion model from lateral boundary measurements. The numerical scheme combines a Galerkin finite element method…

数值分析 · 数学 2026-05-08 Siyu Cen , Bangti Jin , Yavar Kian , Zhi Zhou

From the viewpoint of inverse problem, the optimization of drug release based on the multi-laminated drug controlled release devices has been regarded as the solution problem of the diffusion equation initial value inverse problem. In view…

数值分析 · 数学 2019-04-15 Xinming Zhang , Ling Ma

We consider a model convection-diffusion problem and present our recent numerical and analysis results regarding mixed finite element formulation and discretization in the singular perturbed case when the convection term dominates the…

数值分析 · 数学 2024-02-07 Constantin Bacuta , Daniel Hayes , Tyler O'Grady

Tikhonov regularization is one of the most commonly used methods of regularization of ill-posed problems. In the setting of finite element solutions of elliptic partial differential control problems, Tikhonov regularization amounts to…

数值分析 · 数学 2016-09-19 Erik Burman , Peter Hansbo , Mats Larson

This article shows how to develop an efficient solver for a stabilized numerical space-time formulation of the advection-dominated diffusion transient equation. At the discrete space-time level, we approximate the solution by using…

数值分析 · 数学 2023-06-30 Marcin Łoś , Paulina Sepulveda-Salas , Maciej Paszyński

This paper focuses on the regularization of backward time-fractional diffusion problem on unbounded domain. This problem is well-known to be ill-posed, whence the need of a regularization method in order to recover stable approximate…

数值分析 · 数学 2022-01-03 Walter Simo Tao Lee

In this paper, we study the stochastic convergence of regularized solutions for backward heat conduction problems. These problems are recognized as ill-posed due to the exponential decay of eigenvalues associated with the forward problems.…

数值分析 · 数学 2023-11-08 Zhongjian Wang , Wenlong Zhang , Zhiwen Zhang

In this paper, we study an inverse problem for identifying the initial value in a space-time fractional diffusion equation from the final time data. We show the identifiability of this inverse problem by proving the existence of its unique…

偏微分方程分析 · 数学 2024-12-10 Mohamed BenSalah , Salih Tatar

In this work, we investigate the regularized solutions and their finite element solutions to the inverse source problems governed by partial differential equations, and establish the stochastic convergence and optimal finite element…

数值分析 · 数学 2021-10-25 Zhiming Chen , Wenlong Zhang , Jun Zou

Inverse problems involve making inference about unknown parameters of a physical process using observational data. This paper investigates an important class of inverse problems -- the estimation of the initial condition of a…

统计方法学 · 统计学 2023-02-09 Xiao Liu , Kyongmin Yeo

The Inverse Problem for the estimation of a point-wise approximation error occurring at the discretization and solving of the system of partial differential equations is addressed. The set of the differences between the numerical solutions…

数值分析 · 数学 2021-01-05 Aleksey Alekseev , Alexander Bondarev

An initial-boundary value problem for the time-fractional diffusion equation is discretized in space using continuous piecewise-linear finite elements on a polygonal domain with a re-entrant corner. Known error bounds for the case of a…

数值分析 · 数学 2017-12-21 Kim Ngan Le , William McLean , Bishnu Lamichhane

Subsurface flows are commonly modeled by advection-diffusion equations. Insufficient measurements or uncertain material procurement may be accounted for by random coefficients. To represent, for example, transitions in heterogeneous media,…

数值分析 · 数学 2021-01-25 Andrea Barth , Andreas Stein

We study the effect of the streamline upwind/Petrov Galerkin (SUPG) stabilized finite element method on the discretization of optimal control problems governed by linear advection-diffusion equations. We compare two approaches for the…

数值分析 · 数学 2024-11-18 S. Scott Collis , Matthias Heinkenschloss

We present a higher order space-time unfitted finite element method for convection-diffusion problems on coupled (surface and bulk) domains. In that way, we combine a method suggested by Heimann, Lehrenfeld, Preu{\ss} (SIAM J. Sci. Comput.…

数值分析 · 数学 2025-04-28 Fabian Heimann

This paper investigates an elliptic interface problem with discontinuous diffusion coefficients on unfitted meshes, employing the CutFEM method. The main contribution is the a posteriori error analysis based on equilibrated fluxes belonging…

数值分析 · 数学 2026-03-03 Daniela Capatina , Aimene Gouasmi

This paper investigates an inverse source problem for space-time fractional diffusion equations from a posteriori interior measurements. The uniqueness result is established by the memory effect of fractional derivatives and the unique…

数值分析 · 数学 2025-10-24 Kai Yu , Zhiyuan Li , Yikan Liu

Time fractional advection-dispersion equations arise as generalizations of classical integer order advection-dispersion equations and are increasingly used to model fluid flow problems through porous media. In this paper we develop an…

数值分析 · 数学 2019-05-16 Carlos E. Mejía , Alejandro Piedrahita

We consider the numerical approximation of the ill-posed data assimilation problem for stationary convection-diffusion equations and extend our previous analysis in [Numer. Math. 144, 451--477, 2020] to the convection-dominated regime.…

数值分析 · 数学 2022-02-22 Erik Burman , Mihai Nechita , Lauri Oksanen

This paper is devoted to the error analysis of a time-spectral algorithm for fractional diffusion problems of order $\alpha$ ($0 < \alpha < 1$). The solution regularity in the Sobolev space is revisited, and new regularity results in the…

数值分析 · 数学 2021-06-08 Hao Luo , Xiaoping Xie