On the mathematical foundation of full waveform inversion in viscoelastic vertically transverse isotropic media<sup>*</sup>

Abstract We present a mathematical framework for viscoelastic full waveform inversion (FWI) in vertically transverse isotropic media. FWI can be formulated as the nonlinear inverse problem of identifying parameters in the underlying attenuating anisotropic wave equation given partial wave field measurements (seismograms). From a mathematical point of view, one has to solve an operator equation for the full waveform forward operator, which is the corresponding parameter-to-state map. We give a rigorous definition of this operator, show its Fréchet differentiability, and explicitly characterize the adjoint operator of its Fréchet derivative. Thus, we provide the main ingredients to implement Newton-type/gradient-based regularization schemes for FWI. Our approach can be directly applied to other concepts of anisotropy.

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Publication Details

Journal
Inverse Problems
Published
2025-04-23
DOI
https://doi.org/10.1088/1361-6420/adcfc0
Primary Topic
Geotechnical and Geomechanical Engineering
Type
article
Field-Weighted Citation Impact
0.00

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article

On the mathematical foundation of full waveform inversion in viscoelastic vertically transverse isotropic media*

Andreas Rieder
Inverse Problems
Geotechnical and Geomechanical Engineering
article

On the mathematical foundation of full waveform inversion in viscoelastic vertically transverse isotropic media*

Andreas Rieder
article en

Abstract

Abstract We present a mathematical framework for viscoelastic full waveform inversion (FWI) in vertically transverse isotropic media. FWI can be formulated as the nonlinear inverse problem of identifying parameters in the underlying attenuating anisotropic wave equation given partial wave field measurements (seismograms). From a mathematical point of view, one has to solve an operator equation for the full waveform forward operator, which is the corresponding parameter-to-state map. We give a rigorous definition of this operator, show its Fréchet differentiability, and explicitly characterize the adjoint operator of its Fréchet derivative. Thus, we provide the main ingredients to implement Newton-type/gradient-based regularization schemes for FWI. Our approach can be directly applied to other concepts of anisotropy.

Inverse ProblemsVol. 41(5)
Karlsruhe Institute of Technology (DE)
Deutsche Forschungsgemeinschaft
Openalex Percentile: Top 91%
Geotechnical and Geomechanical Engineering
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