Wavefield reconstruction inversion via physics-informed neural networks

C Song, TA Alkhalifah - IEEE Transactions on Geoscience and …, 2021 - ieeexplore.ieee.org
Wavefield reconstruction inversion (WRI) formulates a PDE-constrained optimization
problem to reduce cycle skipping in full-waveform inversion (FWI). WRI is often implemented …

Simultaneous inversion of the background velocity and the perturbation in full-waveform inversion

Z Wu, T Alkhalifah - Geophysics, 2015 - library.seg.org
The gradient of standard full-waveform inversion (FWI) attempts to map the residuals in the
data to perturbations in the model. Such perturbations may include smooth background …

Correlation-based reflection full-waveform inversion

B Chi, L Dong, Y Liu - Geophysics, 2015 - library.seg.org
Because modeling for full-waveform inversion (FWI) cannot produce reflections unless the
velocity model has the scattering potential (high wavenumbers), using a …

Elastic reflection-based waveform inversion with a nonlinear approach

Q Guo, T Alkhalifah - Geophysics, 2017 - library.seg.org
Full-waveform inversion (FWI) is a highly nonlinear problem due to the complex reflectivity of
the earth, and this nonlinearity only increases under the more expensive elastic assumption …

Geological structure guided well log interpolation for high-fidelity full waveform inversion

Y Chen, H Chen, K Xiang, X Chen - … to the Monthly Notices of the …, 2016 - academic.oup.com
Full waveform inversion (FWI) is a promising technique for inverting a high-resolution
subsurface velocity model. The success of FWI highly depends on a fairly well initial velocity …

The natural combination of full and image‐based waveform inversion

T Alkhalifah, Z Wu - Geophysical Prospecting, 2015 - earthdoc.org
Integrating migration velocity analysis and full waveform inversion can help reduce the high
non‐linearity of the classic full waveform inversion objective function. The combination of …

Dynamic time warping as an alternative to windowed cross correlation in seismological applications

U Kumar, CP Legendre, L Zhao… - … Society of America, 2022 - pubs.geoscienceworld.org
We investigate the feasibility of using the dynamic time warping (DTW) technique as an
alternative to windowed cross correlation (WCC) for an indirect measure to quantify both the …

Joint migration inversion: Simultaneous determination of velocity fields and depth images using all orders of scattering

DJ Verschuur, XR Staal, AJ Berkhout - The Leading Edge, 2016 - library.seg.org
The future in seismic exploration and seismic monitoring is the inclusion of all orders of
scattering in the imaging and inversion algorithms. Using the full wavefield in an inversion …

Reflection Full Waveform Inversion With Second‐Order Optimization Using the Adjoint‐State Method

T Wang, J Cheng, J Geng - Journal of Geophysical Research …, 2021 - Wiley Online Library
In controlled‐source seismology, the standard full waveform inversion (FWI) can't reliably
recover the macrovelocity structure in the deep part, if the surface seismic data lack of ultra …

Efficient scattering-angle enrichment for a nonlinear inversion of the background and perturbations components of a velocity model

Z Wu, T Alkhalifah - Geophysical Journal International, 2017 - academic.oup.com
Reflection-waveform inversion (RWI) can help us reduce the nonlinearity of the standard full-
waveform inversion by inverting for the background velocity model using the wave path of a …