A mixed formulation of the Tikhonov regularization and its application to inverse PDE problems

L Bourgeois, A Recoquillay - ESAIM: Mathematical Modelling and …, 2018 - numdam.org
This paper is dedicated to a new way of presenting the Tikhonov regularization in the form of
a mixed formulation. Such formulation is well adapted to the regularization of linear ill-posed …

Space time stabilized finite element methods for a unique continuation problem subject to the wave equation

E Burman, A Feizmohammadi, A Münch… - ESAIM: Mathematical …, 2021 - esaim-m2an.org
We consider a stabilized finite element method based on a spacetime formulation, where the
equations are solved on a global (unstructured) spacetime mesh. A unique continuation …

On the numerical controllability of the two-dimensional heat, Stokes and Navier–Stokes equations

E Fernández-Cara, A Münch, DA Souza - Journal of Scientific Computing, 2017 - Springer
The aim of this work is to present some strategies to solve numerically controllability
problems for the two-dimensional heat equation, the Stokes equations and the Navier …

Fully discrete finite element data assimilation method for the heat equation

E Burman, J Ish-Horowicz… - … Modelling and Numerical …, 2018 - esaim-m2an.org
We consider a finite element discretization for the reconstruction of the final state of the heat
equation, when the initial data is unknown, but additional data is given in a sub domain in …

Primal-dual mixed finite element methods for the elliptic Cauchy problem

E Burman, MG Larson, L Oksanen - SIAM Journal on Numerical Analysis, 2018 - SIAM
We consider primal-dual mixed finite element methods for the solution of the elliptic Cauchy
problem, or other related data assimilation problems. The method has a local conservation …

The unique continuation problem for the heat equation discretized with a high-order space-time nonconforming method

E Burman, G Delay, A Ern - SIAM Journal on Numerical Analysis, 2023 - SIAM
We are interested in solving the unique continuation problem for the heat equation, ie, we
want to reconstruct the solution of the heat equation in a target space-time subdomain given …

A finite element data assimilation method for the wave equation

E Burman, A Feizmohammadi, L Oksanen - Mathematics of Computation, 2020 - ams.org
We design a primal-dual stabilized finite element method for the numerical approximation of
a data assimilation problem subject to the acoustic wave equation. For the forward problem …

Discrete-time formulations as time discretization strategies in data assimilation

P Moireau - Handbook of Numerical Analysis, 2023 - Elsevier
Data assimilation combines control theory and scientific computing to propose a set of
methods for coupling dynamic models and data sequences for estimation and prediction in …

On the resolution of the non-smooth inverse Cauchy problem by the primal-dual method

A Hadri, A Laghrib, A Nachaoui, M Nachaoui - Numerical Algorithms, 2024 - Springer
This paper delves into addressing an inverse Cauchy problem using the primal-dual
method. This approach is motivated by the inherent challenges posed by the irregular nature …

A fully discrete numerical control method for the wave equation

E Burman, A Feizmohammadi, L Oksanen - SIAM Journal on Control and …, 2020 - SIAM
We present a fully discrete finite element method for the interior null controllability problem
subject to the wave equation. For the numerical scheme, piecewise affine continuous …