activity
20162023
most citedA fast subspace optimization method for nonlinear inverse problems in Banach spaces with an application in parameter identification

21 citations · 25 across the 7 of their papers we have counts for

collaborators

9 papers

math.OC2023

Ill-posedness of time-dependent inverse problems in Lebesgue-Bochner spaces

Martin Burger, Thomas Schuster, Anne Wald

We consider time-dependent inverse problems in a mathematical setting using Lebesgue-Bochner spaces. Such problems arise when one aims to recover parameters from given observations…

math.NA2023

Learning-based approaches for reconstructions with inexact operators in nanoCT applications

Tom Lütjen, Fabian Schönfeld, Alice Oberacker +4

Imaging problems such as the one in nanoCT require the solution of an inverse problem, where it is often taken for granted that the forward operator, i.e., the underlying physical…

math.NA2021★ 3 cited

On numerical aspects of parameter identification for the Landau-Lifshitz-Gilbert equation in Magnetic Particle Imaging

Tram Thi Ngoc Nguyen, Anne Wald

The Landau-Lifshitz-Gilbert equation yields a mathematical model to describe the evolution of the magnetization of a magnetic material, particularly in response to an external appl…

math.NA2021

A method for determining the parameters in a rheological model for viscoelastic materials by minimizing Tikhonov functionals

Rebecca Rothermel, Wladimir Panfilenko, Prateek Sharma +4

Mathematical models describing the behavior of viscoelastic materials are often based on evolution equations that measure the change in stress depending on its material parameters…

math.NA2020★ 1 cited

On parameter identification problems for elliptic boundary value problems in divergence form, Part I: An abstract framework

Heiko Hoffmann, Anne Wald

Parameter identification problems for partial differential equations are an important subclass of inverse problems. The parameter-to-state map, which maps the parameter of interest…

math.NA2019

Sequential subspace optimization for recovering stored energy functions in hyperelastic materials from time-dependent data

Rebecca Klein, Thomas Schuster, Anne Wald

Monitoring structures of elastic materials for defect detection by means of ultrasound waves (Structural Health Monitoring, SHM) demands for an efficient computation of parameters…

math.AP2019

Parameter identification for the Landau-Lifshitz-Gilbert equation in Magnetic Particle Imaging

Barbara Kaltenbacher, Tram Thi Ngoc Nguyen, Anne Wald +1

Magnetic particle imaging (MPI) is a tracer-based technique for medical imaging where the tracer consists of ironoxide nanoparticles. The key idea is to measure the particle respon…

math.NA2018★ 21 cited

A fast subspace optimization method for nonlinear inverse problems in Banach spaces with an application in parameter identification

Anne Wald

We introduce and analyze a fast iterative method based on sequential Bregman projections for nonlinear inverse problems in Banach spaces. The key idea, in contrast to the standard…

math.NA2016

Sequential subspace optimization for nonlinear inverse problems

Anne Wald, Thomas Schuster

In this work we discuss a method to adapt sequential subspace optimization (SESOP), which has so far been developed for linear inverse problems in Hilbert and Banach spaces, to the…