Efficient least‐squares imaging with sparsity promotion and compressive sensing

FJ Herrmann, X Li - Geophysical prospecting, 2012 - earthdoc.org
Seismic imaging is a linearized inversion problem relying on the minimization of a least‐
squares misfit functional as a function of the medium perturbation. The success of this …

Randomized full-waveform inversion: a dimenstionality-reduction approach

PP Moghaddam, FJ Herrmann - SEG Technical Program Expanded …, 2010 - library.seg.org
Full-waveform inversion relies on the collection of large multi-experiment data volumes in
combination with a sophisticated back-end to create high-fidelity inversion results. While …

Time‐domain sparsity promoting least‐squares reverse time migration with source estimation

M Yang, Z Fang, P Witte, FJ Herrmann - Geophysical Prospecting, 2020 - earthdoc.org
Least‐squares reverse‐time migration is well known for its capability to generate artefact‐
free true‐amplitude subsurface images through fitting observed data in the least‐squares …

[PDF][PDF] Born waveform inversion in shot coordinate domain

Y Huang - 2016 - repository.rice.edu
Seismic inversion in exploration geophysics is a process to determine subsurface structure
of the Earth from seismic data, usually collected at the surface and sometimes in wells. Full …

A modified, sparsity-promoting, Gauss-Newton algorithm for seismic waveform inversion

FJ Herrmann, X Li, AY Aravkin… - … and Sparsity XIV, 2011 - spiedigitallibrary.org
Images obtained from seismic data are used by the oil and gas industry for geophysical
exploration. Cutting-edge methods for transforming the data into interpretable images are …

Source estimation and uncertainty quantification for wave-equation based seismic imaging and inversion

Z Fang - 2018 - open.library.ubc.ca
In modern seismic exploration, wave-equation-based inversion and imaging approaches
are widely employed for their potential of creating high-resolution subsurface images from …

Shot-record extended model domain preconditioners for least-squares migration

N Kazemi - Geophysics, 2019 - library.seg.org
We have studied the preconditioned conjugate gradient (CG) algorithm in the context of shot-
record extended model domain least-squares migration. The CG algorithm is a powerful …

A debiasing approach to microseismic

S Sharan, R Kumar, R Wang… - SEG Technical Program …, 2018 - library.seg.org
Microseismic data is often used to locate fracture locations and their origin in time created by
fracking. Although surface microseismic data can have large apertures and is easier to …

Sparsity promoting seismic imaging and full-waveform inversion

X Li - 2015 - open.library.ubc.ca
This thesis will address the large computational costs of solving least-squares migration and
full-waveform inversion problems. Least-squares seismic imaging and full-waveform …

AVA analysis and geological dip estimation via two-way wave-equation based extended images

R Kumar, T van Leeuwen, FJ Herrmann - SEG International Exposition …, 2013 - onepetro.org
In this paper, we present an efficient way to compute extended images for all subsurface
offsets without explicitly calculating the source and receiver wavefields for all the sources …