Title of article :
The inverse medium problem in heterogeneous PML-truncated domains using scalar probing waves
Author/Authors :
Kang، نويسنده , , Jun Won and Kallivokas، نويسنده , , Loukas F. Kallivokas، نويسنده ,
Issue Information :
روزنامه با شماره پیاپی سال 2011
Pages :
19
From page :
265
To page :
283
Abstract :
We discuss the inverse medium problem associated with semi-infinite domains. In particular, we attempt to image the spatial variability of shear moduli or shear wave velocities from scant surficial measurements of an arbitrarily heterogeneous semi-infinite domain’s response to prescribed dynamic excitations. a full waveform approach to drive the inversion process, within a PDE-constrained optimization framework. Due to the semi-infinite extent of the targeted domains, we introduce perfectly-matched-layers (PMLs) to arrive at finite computational domains. The numerical implementation is based on a mixed finite-element method that is used to resolve the ensuing state and adjoint boundary-value problems, both of which are PML-endowed. To alleviate the inherent solution multiplicity, we use Tikhonov and total variation (TV) regularization schemes, in conjunction with a regularization factor continuation scheme. To further improve the optimizer’s chances to converge, we also discuss a source-frequency continuation scheme. ort on two-dimensional numerical experiments using synthetic data. Included are layered profiles, and profiles involving inclined layers and inclusions. We also report on our methodology’s reconstruction of the highly-heterogeneous Marmousi benchmark velocity model.
Keywords :
PDE-constrained optimization , Marmousi model , Mixed unsplit-field formulation , Full waveform inversion , Inverse medium problem , Perfectly-matched-layer (PML)
Journal title :
Computer Methods in Applied Mechanics and Engineering
Serial Year :
2011
Journal title :
Computer Methods in Applied Mechanics and Engineering
Record number :
1597988
Link To Document :
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