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 …

[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 …

[HTML][HTML] On the convergence of adaptive iterative linearized Galerkin methods

P Heid, TP Wihler - Calcolo, 2020 - Springer
A wide variety of different (fixed-point) iterative methods for the solution of nonlinear
equations exists. In this work we will revisit a unified iteration scheme in Hilbert spaces from …

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 …

Guaranteed, locally efficient, and robust a posteriori estimates for nonlinear elliptic problems in iteration-dependent norms. An orthogonal decomposition result based …

K Mitra, M Vohralík - 2023 - inria.hal.science
We consider numerical approximations of nonlinear, monotone, and Lipschitz-continuous
elliptic problems, with gradient-dependent or gradient-independent diffusivity. For this …

Adaptive inexact smoothing Newton method for a nonconforming discretization of a variational inequality

IB Gharbia, J Ferzly, M Vohralík, S Yousef - Computers & Mathematics with …, 2023 - Elsevier
We develop in this work an adaptive inexact smoothing Newton method for a nonconforming
discretization of a variational inequality. As a model problem, we consider the contact …

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 …