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@ARTICLE{Burger:619107,
author = {Burger, Martin and Schuster, Thomas and Wald, Anne},
title = {{I}ll-posedness of time-dependent inverse problems in
{L}ebesgue-{B}ochner spaces},
journal = {Inverse problems},
volume = {40},
number = {8},
issn = {0266-5611},
address = {Bristol [u.a.]},
publisher = {Inst.},
reportid = {PUBDB-2024-07394},
pages = {085008},
year = {2024},
abstract = {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 where the parameters or the data depend
on time. There are various important applications being
subject of current research that belong to this class of
problems. Typically inverse problems are ill-posed in the
sense that already small noise in the data causes tremendous
errors in the solution. In this article we present two
different concepts of ill-posedness: temporally (pointwise)
ill-posedness and uniform ill-posedness with respect to the
Lebesgue-Bochner setting. We investigate the two concepts by
means of a typical setting consisting of a time-depending
observation operator composed by a compact operator.
Furthermore we develop regularization methods that are
adapted to the respective class of ill-posedness.},
cin = {FS-CI},
ddc = {004},
cid = {I:(DE-H253)FS-CI-20230420},
pnm = {623 - Data Management and Analysis (POF4-623) / SFB 1456
B06 - Kompensation von Bewegungen und Modellungenauigkeiten
in der Nano-CT und lokalen Tomographie (B06) (502871779) /
GRK 2756 - GRK 2756: Das Zytoskelett als aktives System –
von molekularen Wechselwirkungen zu zellulärer Biophysik
(449750155)},
pid = {G:(DE-HGF)POF4-623 / G:(GEPRIS)502871779 /
G:(GEPRIS)449750155},
experiment = {EXP:(DE-MLZ)NOSPEC-20140101},
typ = {PUB:(DE-HGF)16},
UT = {WOS:001268082400001},
doi = {10.1088/1361-6420/ad5a35},
url = {https://bib-pubdb1.desy.de/record/619107},
}