Meira Iske

Theses (Selection)complete list

1. Approximation nichtlinearer Operatoren durch Neuronale Netze und ihre Implementierung durch DeepONets (Theresa Sauerland)
2. Das universelle Approximationsproblem für neuronale Netze und numerische Tests für niedrig-dimensionale inverse Probleme (Malte Lorenzen)

Publications (Selection)complete list

1. M. Iske, H. Albers, T. Knopp, T. Kluth.
   Learned Discrepancy Reconstruction and Benchmark Dataset for Magnetic Particle Imaging.
   Zur Veröffentlichung eingereicht.

   online at: https://arxiv.org/html/2501.05583v1

2. M. Beckmann, A. Bhandari, M. Iske.
   Fourier-Domain Inversion for the Modulo Radon Transform.
   IEEE Transactions on Computational Imaging, 10, 2024.

   online at: https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=10499837

3. C. Arndt, S. Dittmer, N. Heilenkötter, M. Iske, T. Kluth, J. Nickel.
   Bayesian view on the training of invertible residual networks for solving linear inverse problems.
   Inverse Problems, 40 045021 40(4), IOPscience, 2024.

   DOI: 10.1088/1361-6420/ad2aaa
   online at: https://www.x-mol.net/paper/article/1682514725633245184

4. C. Arndt, A. Denker, S. Dittmer, N. Heilenkötter, M. Iske, T. Kluth, P. Maaß, J. Nickel.
   Invertible residual networks in the context of regularization theory for linear inverse problems.
   Inverse Problems, 39(12), IOPscience, 2023.

   DOI: 10.1088/1361-6420/ad0660
   online at: https://iopscience.iop.org/article/10.1088/1361-6420/ad0660