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Title: Hessian-based multiparameter fractional viscoacoustic full-waveform inversion

Conference · · SEG Technical Program Expanded Abstracts 2020

Recent progress on fractional modeling enables incorporating seismic attenuation into wavefield simulation in an accurate and efficient way. But its inverse problem, i.e., the multiparameter viscoacoustic full waveform inversion (FWI), still suffers from various issues, especially the crosstalk between velocity and attenuation. In this study, we integrate the Hessian information via the Newton-CG framework and develop the multiparameter fractional viscoacoustic FWI algorithm. It significantly mitigates the crosstalk problems and sheds light upon simultaneous inversion for both velocity and Q models.

Research Organization:
Pennsylvania State Univ., University Park, PA (United States)
Sponsoring Organization:
USDOE
DOE Contract Number:
FE0031544
OSTI ID:
1829722
Journal Information:
SEG Technical Program Expanded Abstracts 2020, Conference: SEG, Houston, Oct 2020
Country of Publication:
United States
Language:
English

References (18)

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Fréchet kernels based on a fractional viscoacoustic wave equation conference August 2019
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A Time-Domain Preconditioned Truncated Newton Approach to Visco-acoustic Multiparameter Full Waveform Inversion journal January 2018
Modeling acoustic wave propagation in heterogeneous attenuating media using decoupled fractional Laplacians journal May 2014

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