Deep learning for low-frequency extrapolation from multioffset seismic data

O Ovcharenko, V Kazei, M Kalita, D Peter, T Alkhalifah - Geophysics, 2019 - library.seg.org
Low-frequency seismic data are crucial for convergence of full-waveform inversion (FWI) to
reliable subsurface properties. However, it is challenging to acquire field data with an …

Multi-task learning for low-frequency extrapolation and elastic model building from seismic data

O Ovcharenko, V Kazei, TA Alkhalifah… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Low-frequency (LF) signal content in seismic data as well as a realistic initial model are key
ingredients for robust and efficient full-waveform inversions (FWIs). However, acquiring LF …

Map** full seismic waveforms to vertical velocity profiles by deep learning

V Kazei, O Ovcharenko, P Plotnitskii, D Peter, X Zhang… - Geophysics, 2021 - library.seg.org
Building realistic and reliable models of the subsurface is the primary goal of seismic
imaging. We have constructed an ensemble of convolutional neural networks (CNNs) to …

Anisotropic 3D elastic full-wavefield inversion to directly estimate elastic properties and its role in interpretation

H Wang, O Burtz, P Routh, D Wang… - The Leading …, 2021 - pubs.geoscienceworld.org
Elastic properties from seismic data are important to determine subsurface hydrocarbon
presence and have become increasingly important for detailed reservoir characterization …

Target-oriented waveform redatuming and high-resolution inversion: Role of the overburden

Q Guo, T Alkhalifah - Geophysics, 2020 - library.seg.org
Target-oriented inversion (TOI) is an approach aimed at enhancing the ability of full-
waveform inversion (FWI) to achieve a high-resolution delineation of a reservoir. FWI has …

Regularization of anisotropic full-waveform inversion with multiple parameters by adversarial neural networks

J Yao, M Warner, Y Wang - Geophysics, 2023 - pubs.geoscienceworld.org
The anisotropic full-waveform inversion (FWI) is a seismic inverse problem for multiple
parameters, which aims to simultaneously reconstruct the vertical velocity and the …

Scattering radiation pattern atlas: What anisotropic elastic properties can body waves resolve?

V Kazei, T Alkhalifah - Journal of Geophysical Research: Solid …, 2019 - Wiley Online Library
Full‐waveform inversion (FWI) optimizes the subsurface properties of geophysical Earth
models in such a way that the modeled data, based on these subsurface properties, match …

Multi‐parameter reflection waveform inversion for acoustic transversely isotropic media with a vertical symmetry axis

Y Li, T Alkhalifah - Geophysical Prospecting, 2020 - earthdoc.org
Full waveform inversion in transversely isotropic media with a vertical symmetry axis
provides an opportunity to better match the data at the near and far offsets. However, multi …

Seismic characterization of decoupled orthorhombic fractures based on observed surface azimuthal amplitude data

X Pan, X Du, X Zhao, Z Ge, L Li… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Commonly-used seismic fracture characterization method assumes one single fracture set,
and this article aims to relax the limitation and demonstrate the feasibility of seismic …

Inverting distributed acoustic sensing data using energy conservation principles

V Kazei, K Osypov - Interpretation, 2021 - library.seg.org
Distributed acoustic sensing (DAS) technologies are now becoming widespread, particularly
in vertical seismic profiling (VSP). Being a spatially densely sampled recording of the …