A parallel matrix-free framework for frequency-domain seismic modelling, imaging and inversion in Matlab
Title | A parallel matrix-free framework for frequency-domain seismic modelling, imaging and inversion in Matlab |
Publication Type | Report |
Year of Publication | 2012 |
Authors | Tristan van Leeuwen |
Document Number | TR-EOAS-2012-5 |
Month | 07 |
Keywords | Matlab, object-oriented programming, Optimization, seismic imaging |
Abstract | I present a parallel matrix-free framework for frequency-domain seismic modeling, imaging and inversion. The framework provides basic building blocks for designing and testing optimization-based formulations of both linear and non-linear seismic in- verse problems. By overloading standard linear-algebra operations, such as matrix-vector multiplications, standard optimization packages can be used to work with the code without any modification. This leads to a scalable testbed on which new methods can be rapidly prototyped and tested on medium-sized 2D problems. I present some numerical examples on both linear and non-linear seismic inverse problems. |
URL | https://slim.gatech.edu/Publications/Public/TechReport/2012/vanleeuwen2012smii/vanleeuwen2012smii.pdf |
Citation Key | vanleeuwen2012smii |