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Acceleration strategies for elastic full waveform inversion workflows in 2D and 3D
- Source :
- Computational Geosciences. 21:31-45
- Publication Year :
- 2016
- Publisher :
- Springer Science and Business Media LLC, 2016.
-
Abstract
- Full waveform inversion (FWI) is one of the most challenging procedures to obtain quantitative information of the subsurface. For elastic inversions, when both compressional and shear velocities have to be inverted, the algorithmic issue becomes also a computational challenge due to the high cost related to modelling elastic rather than acoustic waves. This shortcoming has been moderately mitigated by using high-performance computing to accelerate 3D elastic FWI kernels. Nevertheless, there is room in the FWI workflows for obtaining large speedups at the cost of proper grid pre-processing and data decimation techniques. In the present work, we show how by making full use of frequency-adapted grids, composite shot lists and a novel dynamic offset control strategy, we can reduce by several orders of magnitude the compute time while improving the convergence of the method in the studied cases, regardless of the forward and adjoint compute kernels used.
- Subjects :
- Mathematical optimization
Decimation
Hydrogeology
Offset (computer science)
010504 meteorology & atmospheric sciences
Computer science
Inversion (meteorology)
Acoustic wave
010502 geochemistry & geophysics
Grid
01 natural sciences
Computer Science Applications
Computational Mathematics
Workflow
Computational Theory and Mathematics
Computers in Earth Sciences
Algorithm
Full waveform
0105 earth and related environmental sciences
Subjects
Details
- ISSN :
- 15731499 and 14200597
- Volume :
- 21
- Database :
- OpenAIRE
- Journal :
- Computational Geosciences
- Accession number :
- edsair.doi...........d98e7e63c49b511f7fc0b70d79a207d0
- Full Text :
- https://doi.org/10.1007/s10596-016-9593-0