Prof. Dr. Andreas Rieder
Karlsruher Institut für Technologie (KIT)
Institut für Angewandte und Numerische Mathematik
Arbeitsgruppe 3: Wissenschaftliches Rechnen
My research interests cover the design, analysis, and implementation of numerical schemes for solving inverse and illposed problems in general and for imaging in particular. Related questions of signal and image processing appeal to me as well. I am board member of CRC 1173 wave phenomena - analysis and numerics and in charge of projects C1 as well as C2, both of which consider seismic imaging. Further, I am member of the advisory panel of the scientific journal Inverse Problems.
Here you will find a list of my publications. For a list of selected talks see the bottom of this page.
Recent preprints and publications:
- Multiparameter viscoelastic full waveform inversion of shallow seismic surface waves with a preconditioned truncated-Newton method.
- Tangential cone condition and Lipschitz stability for the full waveform forward operator in the acoustic regime, Inverse Problems 37 (2021) 085011. Open Access.
- An all-at-once approach to full waveform seismic inversion in the viscoelastic regime, Math. Meth. Appl. Sci. 2021;1-13. Open Access.
- Imaging with the elliptic Radon transform in 3D from an analytical and numerical perspective, SIAM J. Imaging Sci. 13(4), 2250-2280, 2020
- Visco-acoustic full waveform seismic inversion: from a DG forward solver to a Newton-CG inverse solver
Some conferences, workshops, and summer schools that I have been or will be involved in somehow:
- Conference on Mathematics of Wave Phenomena, Karlsruhe, February 2022
- RICAM Special Semster: Tomography Across the Scales, Fall 2021
- Oberwolfach Seminar: Wave Phenomena: Analysis and Numerics, Oberwolfach, November 2019
- Modern Challenges in Imaging in the Footsteps of Allan Cormack, Boston, August 2019
- Tomographic Inverse Problems: Theory and Applications, Oberwolfach, January 2019
- Full Waveform Inversion: Mathematics and Geophysics, Karlsruhe, September 2018
- Conference on Mathematics of Wave Phenomena, Karlsruhe, July 2018
- Inverse Problems: Modeling and Simulation, Malta, May 2018
- Inverse and ill posed problems
- Wavelet methods in signal and image processing
- Numerical solution of partial differential equations
Here you will find a list of my publications.
- Approximate inverse for the common offset acquisition geometry in 2D seismic imaging, 100 Years of the Radon Transform, Linz, March 2017, Folien
- An abstract framework for inverse wave problems with applications, Inverse Problems: Modeling and Simulation, May 2016, Folien
- Model-aware Newton-type regularization in electrical impedance tomography, Applied Inverse Problems, Helsinki, May 2015, slides
- Semi-discrete equations in Banach spaces: the approximate inverse approach, Applied Inverse Problems, Helsinki, May 2015, slides
- Resolution-controlled conductivity discretization in electrical impedance tomography, Mathematics and Algorithms in Tomography, Oberwolfach, August 2014, slides
- Seismic tomograpy is locally ill-posed, Inverse Problems: Modeling and Simulation, May 2014, slides
- Local SONAR inversion, Mathematics and Algorithms in Tomography, Oberwolfach, April 2010, slides (the animations will only work if viewed using Acrobat reader 6.5 or higher on Windows or MacOS)
- A new view on phantom views, Applied Inverse Problems, Vienna, July 2009, slides
- Towards a general convergence theory of inexact Newton regularizations, Applied Inverse Problems, Vienna, July 2009, slides
- Tangential cone condition and other open problems in electrical impedance tomography, Workshop on Hybrid Imaging, University Center Innsbruck in Obergurgl, January 2008, slides
- Newton-CG for nonlinear inverse problems, Symposium on Inverse Problems, Chemnitz, September 2006, slides
- Optimality of the fully discrete filtered backprojection algorithm in 2D, Conference Mathematical methods in tomography, Oberwolfach, August 2006, slides
- Runge-Kutta integrators yield optimal regularization schemes, Joint Mathematics Meeting of the AMS and MAA, Atlanta, GA, Januar 2005, slides
- An overview on mathematical methods in tomography, IRMA, Universite Louis Pasteur, Strasbourg, Mai 2004, slides