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In this paper, we propose an adaptive approach, based on mesh refinement or parametric enrichment with polynomial degree adaption, for numerical solution of convection dominated equations with random input data. A parametric system emerged…

数值分析 · 数学 2025-09-09 Pelin Çiloğlu , Hamdullah Yücel

In this article we present an a posteriori error estimator for the spatial-stochastic error of a Galerkin-type discretisation of an initial value problem for a random hyperbolic conservation law. For the stochastic discretisation we use the…

数值分析 · 数学 2019-02-22 Jan Giesselmann , Fabian Meyer , Christian Rohde

We derive a posteriori error bounds for a quasilinear parabolic problem, which is approximated by the $hp$-version interior penalty discontinuous Galerkin method (IPDG). The error is measured in the energy norm. The theory is developed for…

数值分析 · 数学 2013-09-20 Emmanuil H. Georgoulis , Omar Lakkis

We consider a recursive algorithm to construct an aggregated estimator from a finite number of base decision rules in the classification problem. The estimator approximately minimizes a convex risk functional under the l1-constraint. It is…

统计理论 · 数学 2007-06-13 Anatoli Juditsky , Alexander Nazin , Alexandre Tsybakov , Nicolas Vayatis

We combine a systematic approach for deriving general a posteriori error estimates for convex minimization problems based on convex duality relations with a recently derived generalized Marini formula. The a posteriori error estimates are…

数值分析 · 数学 2022-04-25 Sören Bartels , Alex Kaltenbach

In this paper, we propose and analyze a numerically stable and convergent scheme for a convection-diffusion-reaction equation in the convection-dominated regime. Discontinuous Galerkin (DG) methods are considered since standard finite…

数值分析 · 数学 2024-04-10 Satyajith Bommana Boyana , Thomas Lewis , Sijing Liu , Yi Zhang

In this work, we study an inverse problem of recovering a space-time dependent diffusion coefficient in the subdiffusion model from the distributed observation, where the mathematical model involves a Djrbashian-Caputo fractional derivative…

数值分析 · 数学 2022-09-23 Bangti Jin , Zhi Zhou

We consider evolutionary reaction-diffusion problem with mixed Dirichlet--Robin boundary conditions. For this class of problems, we derive two-sided estimates of the distance between any function in the admissible energy space and exact…

数值分析 · 数学 2013-12-17 Svetlana Matculevich , Pekka Neittaanmäki , Sergey Repin

We derive a fully computable aposteriori error estimator for a Galerkin finite element solution of the wave equation with explicit leapfrog time-stepping. Our discrete formulation accommodates both time evolving meshes and leapfrog based…

数值分析 · 数学 2025-06-27 Marcus J. Grote , Omar Lakkis , Carina Santos

In this paper we show how to obtain the exact value of the global error of a conforming mixed approximation of the reaction-convection-diffusion problem. We operate in the framework of functional type a posteriori error control. The error…

数值分析 · 数学 2016-08-23 Immanuel Anjam

In this article, using the weighted discrete least-squares, we propose a patch reconstruction finite element space with only one degree of freedom per element. As the approximation space, it is applied to the discontinuous Galerkin methods…

数值分析 · 数学 2022-01-03 Di Yang , Yinnian He

We consider fully discrete time-space approximations of abstract linear parabolic partial differential equations (PDEs) consisting of an $hp$-version discontinuous Galerkin (DG) time stepping scheme in conjunction with standard (conforming)…

数值分析 · 数学 2021-09-08 Emmanuil H. Georgoulis , Omar Lakkis , Thomas P. Wihler

In this work, we present a novel error analysis for recovering a spatially dependent diffusion coefficient in an elliptic or parabolic problem. It is based on the standard regularized output least-squares formulation with an $H^1(\Omega)$…

数值分析 · 数学 2020-10-07 Bangti Jin , Zhi Zhou

This paper is concerned with a posteriori error bounds for linear transport equations and related questions of contriving corresponding adaptive solution strategies in the context of Discontinuous-Petrov-Galerkin schemes. After indicating…

数值分析 · 数学 2019-02-22 W. Dahmen , R. P. Stevenson

In this paper, we use Fourier analysis to study the superconvergence of the semi-discrete discontinuous Galerkin method for scalar linear advection equations in one spatial dimension. The error bounds and asymptotic errors are derived for…

数值分析 · 数学 2021-02-02 Sirvan Rahmati , Tianshi Lu

A posteriori residual and hierarchical upper bounds for the error estimates were proved when solving the hypersingular integral equation on the unit sphere by using the Galerkin method with spherical splines. Based on these a posteriori…

数值分析 · 数学 2024-12-20 Duong Thanh Pham , Tung Le

In this work, we investigate a numerical procedure for recovering a space-dependent diffusion coefficient in a (sub)diffusion model from the given terminal data, and provide a rigorous numerical analysis of the procedure. By exploiting…

数值分析 · 数学 2024-05-20 Bangti Jin , Xiliang Lu , Qimeng Quan , Zhi Zhou

We derive a residual based a-posteriori error estimate for the outer normal flux of approximations to {the diffusion problem with variable coefficient}. By analyzing the solution of the adjoint problem, we show that error indicators in the…

数值分析 · 数学 2021-10-26 Silvia Bertoluzza , Erik Burman , Cuiyu He

In this paper, for the Stokes eigenvalue problem in $d$-dimensional case $(d=2,3)$, we present an a posteriori error estimate of residual type of the mixed discontinuous Galerkin finite element method using $P_{k}-P_{k-1}$ element $(k\geq…

数值分析 · 数学 2022-09-14 L. L. Sun , H. Bi , Y. D. Yang

We describe a posteriori error analysis for a discontinuous Galerkin method for a fourth order elliptic interface problem that arises from a linearized model of thin sheet folding. The primary contribution is a local efficiency bound for an…

数值分析 · 数学 2025-07-02 Harbir Antil , Sean P. Carney , Rohit Khandelwal