Inverse Problems (5 ECTS)

Lecturer Prof. Dr. Claudia Schillings

Lectures / Exercise Classes

  • Thursday, 10:15 – 11:45 h
  • Thursday,  8:30 – 10:00 h (every two weeks)

News

The first lecture will take place on Thursday, 9.9.2021, 10:15 h via zoom (see Portal2 for the zoom-link, new link!!!! (9.9.21)). The course material will be available for download via Ilias. The password for course registration with Ilias and further details regarding the course format and exams will be discussed in the first lecture.

Literature

  • H.W.Engl, M.Hanke, A.Neubauer, Regularization of Inverse Problems, Kluwer, 1996 /2000.
  • A. Kirsch: An introduction to the mathematical theory of inverse problems, Springer 2011 (2. Auflage).
  • A. Rieder: Keine Probleme mit Inversen Problemen, Vieweg 2003.
  • J. Kaipio and E. Somersalo, Statistical and Computational Inverse Problems, Springer 2005.  
  • M. Dashti and A.M.Stuart. The Bayesian Approach to Inverse Problems. Handbook of Uncertainty Quantification, Editors R. Ghanem, D. Higdon and H. Owhadi, Springer, 2015.
  • D.Sanz-Alonso, A. Stuart and A. Taeb, Data Assimilation and Inverse Problems, arxiv.org/pdf/1810.06191.pdf