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We analyze neural network solutions to partial differential equations obtained with Physics Informed Neural Networks. In particular, we apply tools of classical finite element error analysis to obtain conclusions about the error of the Deep…

数值分析 · 数学 2022-10-24 Piotr Minakowski , Thomas Richter

We propose an a posteriori error estimator for high-order $p$- or $hp$-finite element discretizations of selfadjoint linear elliptic eigenvalue problems that is appropriate for estimating the error in the approximation of an eigenvalue…

数值分析 · 数学 2020-09-16 Stefano Giani , Luka Grubisic , Harri Hakula , Jeffrey Ovall

We derive optimal order a posteriori error estimates for fully discrete approximations of the initial-boundary value problem for the heat equation. For the discretization in time we apply the fractional-step $\vartheta$-scheme and for the…

数值分析 · 数学 2014-04-03 Karakatsani Fotini

In this work, we consider space-time goal-oriented a posteriori error estimation for parabolic problems. Temporal and spatial discretizations are based on Galerkin finite elements of continuous and discontinuous type. The main objectives…

数值分析 · 数学 2024-02-06 Jan Philipp Thiele , Thomas Wick

We develop a novel a posteriori error estimator for the $L^2$ error committed by the finite element discretization of the solution of the fractional Laplacian. Our a posteriori error estimator takes advantage of the semi-discretization…

数值分析 · 数学 2023-03-14 Raphaël Bulle , Olga Barrera , Stéphane P. A. Bordas , Franz Chouly , Jack S. Hale

We extend the framework of a posteriori error estimation by preconditioning in [Li, Y., Zikatanov, L.: Computers \& Mathematics with Applications. \textbf{91}, 192-201 (2021)] and derive new a posteriori error estimates for H(curl)-elliptic…

数值分析 · 数学 2023-04-06 Yuwen Li

Mixed-dimensional elliptic equations exhibiting a hierarchical structure are commonly used to model problems with high aspect ratio inclusions, such as flow in fractured porous media. We derive general abstract estimates based on the theory…

We propose and analyze a posteriori error estimators for an optimal control problem that involves an elliptic partial differential equation as state equation and a control variable that enters the state equation as a coefficient; pointwise…

最优化与控制 · 数学 2022-03-31 Francisco Fuica , Enrique Otarola

We consider a Markov chain approximation scheme for utility maximization problems in continuous time, which uses, in turn, a piecewise constant policy approximation, Euler-Maruyama time stepping, and a Gauss-Hermite approximation of the…

最优化与控制 · 数学 2020-01-07 Athena Picarelli , Christoph Reisinger

The paper is concerned with a free boundary problem generated by the biharmonic operator and an obstacle. The main goal is to deduce a fully guaranteed upper bound of the difference between the exact minimizer u and any function…

偏微分方程分析 · 数学 2020-12-30 Darya E. Apushkinskaya , Sergey I. Repin

Most of the literature on the solution of linear ill-posed operator equations, or their discretization, focuses only on the infinite-dimensional setting or only on the solution of the algebraic linear system of equations obtained by…

数值分析 · 数学 2018-12-05 Ronny Ramlau , Lothar Reichel

We derive a posteriori error estimates for a fully discrete finite element approximation of the stochastic Cahn-Hilliard equation. The a posteriori bound is obtained by a splitting of the equation into a linear stochastic partial…

数值分析 · 数学 2022-01-24 Ľubomír Baňas , Christian Vieth

In this paper, the a posteriori error estimates of the exponential midpoint method for time discretization are studied for linear and semilinear parabolic equations. Using the exponential midpoint approximation defined by a continuous and…

数值分析 · 数学 2024-06-13 Xianfa Hu , Wansheng Wang , Mengli Mao , Jiliang Cao

We provide a posteriori error estimates in the energy norm for temporal semi-discretisations of wave maps into spheres that are based on the angular momentum formulation. Our analysis is based on novel weak-strong stability estimates which…

数值分析 · 数学 2023-07-25 Jan Giesselmann , Elena Mäder-Baumdicker , David Jakob Stonner

We derive optimal order a posteriori error estimates in the $L^\infty(L^2)$ and $L^1(L^2)$-norms for the fully discrete approximations of time fractional parabolic differential equations. For the discretization in time, we use the $L1$…

数值分析 · 数学 2023-11-14 Jiliang Cao , Wansheng Wang , Aiguo Xiao

In this article, we derive \textit{a posteriori} error estimates for the Dirichlet boundary control problem governed by Stokes equation. An energy-based method has been deployed to solve the Dirichlet boundary control problem. We employ an…

数值分析 · 数学 2024-01-30 Thirupathi Gudi , Ramesh Chandra Sau

In this work we derive a posteriori error estimates for the convection-diffusion-reaction equation coupled with the Darcy-Forchheimer problem by a nonlinear external source depending on the concentration of the fluid. We introduce the…

数值分析 · 数学 2022-12-27 Toni Sayah , Georges Semaan , Faouzi Triki

We propose a novel a posteriori error estimator for conforming finite element discretizations of two- and three-dimensional Helmholtz problems. The estimator is based on an equilibrated flux that is computed by solving patchwise mixed…

数值分析 · 数学 2021-05-05 T. Chaumont-Frelet , A. Ern , M. Vohralík

A general a posteriori error analysis applies to five lowest-order finite element methods for two fourth-order semi-linear problems with trilinear non-linearity and a general source. A quasi-optimal smoother extends the source term to the…

数值分析 · 数学 2023-09-18 Carsten Carstensen , Benedikt Gräßle , Neela Nataraj

We establish an a priori error analysis for the lowest-order Raviart-Thomas finite element discretisation of the nonlinear Gross-Pitaevskii eigenvalue problem. Optimal convergence rates are obtained for the primal and dual variables as well…

数值分析 · 数学 2024-02-12 Dietmar Gallistl , Moritz Hauck , Yizhou Liang , Daniel Peterseim