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The Rice Vector Library (RVL) is a C++ package that provides mathematics-emulating abstract classes for expressing coordinate-free linear algebra and nonlinear optimization algorithms over Hilbert spaces. Design principles of RVL allow for the separation of access/manipulation of application dependent data structures from the underlying mathematical representation of optimization/linear algebra algorithms. We illustrate its use in solving in particular the Full Waveform Inversion seismic problem for joint source-medium parameter estimation.
This presentation is part of Minisymposium “MS76 - Solving Inverse Problems in minutes: Software for imaging (2 parts)”
organized by: Ozan Öktem (KTH - Royal Institute of Technology) , Holger Kohr (Thermo Fisher Scientific) , Jonas Adler (KTH Royal Institute of Technology) .