Energy contraction and optimal convergence of adaptive iterative linearized finite element methods

P Heid, D Praetorius, TP Wihler - Computational Methods in Applied …, 2021 - degruyter.com
We revisit a unified methodology for the iterative solution of nonlinear equations in Hilbert
spaces. Our key observation is that the general approach from [P. Heid and TP Wihler …

Rate optimality of adaptive finite element methods with respect to overall computational costs

G Gantner, A Haberl, D Praetorius… - Mathematics of …, 2021 - ams.org
We consider adaptive finite element methods for second-order elliptic PDEs, where the
arising discrete systems are not solved exactly. For contractive iterative solvers, we …

Goal-oriented mesh adaptation method for nonlinear problems including algebraic errors

V Dolejší, O Bartoš, F Roskovec - Computers & Mathematics with …, 2021 - Elsevier
We deal with the goal-oriented error estimates and mesh adaptation for nonlinear partial
differential equations. The setting of the adjoint problem and the resulting estimates are not …

[HTML][HTML] Gradient flow finite element discretizations with energy-based adaptivity for the Gross-Pitaevskii equation

P Heid, B Stamm, TP Wihler - Journal of computational physics, 2021 - Elsevier
We present an effective adaptive procedure for the numerical approximation of the steady-
state Gross–Pitaevskii equation. Our approach is solely based on energy minimization, and …

[HTML][HTML] Convergence and quasi-optimal cost of adaptive algorithms for nonlinear operators including iterative linearization and algebraic solver

A Haberl, D Praetorius, S Schimanko… - Numerische Mathematik, 2021 - Springer
We consider a second-order elliptic boundary value problem with strongly monotone and
Lipschitz-continuous nonlinearity. We design and study its adaptive numerical …

Cost-optimal adaptive iterative linearized FEM for semilinear elliptic PDEs

R Becker, M Brunner, M Innerberger… - ESAIM: Mathematical …, 2023 - esaim-m2an.org
We consider scalar semilinear elliptic PDEs where the nonlinearity is strongly monotone, but
only locally Lipschitz continuous. We formulate an adaptive iterative linearized finite element …

Adaptive iterative linearization Galerkin methods for nonlinear problems

P Heid, T Wihler - Mathematics of Computation, 2020 - ams.org
A wide variety of (fixed-point) iterative methods for the solution of nonlinear equations (in
Hilbert spaces) exists. In many cases, such schemes can be interpreted as iterative local …

Adaptive FEM with quasi-optimal overall cost for nonsymmetric linear elliptic PDEs

M Brunner, M Innerberger, A Miraçi… - IMA Journal of …, 2024 - academic.oup.com
We consider a general nonsymmetric second-order linear elliptic partial differential equation
in the framework of the Lax–Milgram lemma. We formulate and analyze an adaptive finite …

On full linear convergence and optimal complexity of adaptive FEM with inexact solver

P Bringmann, M Feischl, A Miraci, D Praetorius… - arXiv preprint arXiv …, 2023 - arxiv.org
The ultimate goal of any numerical scheme for partial differential equations (PDEs) is to
compute an approximation of user-prescribed accuracy at quasi-minimal computational …

A numerical energy reduction approach for semilinear diffusion-reaction boundary value problems based on steady-state iterations

M Amrein, P Heid, TP Wihler - SIAM Journal on Numerical Analysis, 2023 - SIAM
We present a novel energy-based numerical analysis of semilinear diffusion-reaction
boundary value problems, where the nonlinear reaction terms need to be neither monotone …