Probabilistic inversion of seismic data for reservoir petrophysical characterization: Review and examples

D Grana, L Azevedo, L De Figueiredo, P Connolly… - Geophysics, 2022 - library.seg.org
The physics that describes the seismic response of an interval of saturated porous rocks with
known petrophysical properties is relatively well understood and includes rock physics …

Seismic wavefield imaging of Earth's interior across scales

J Tromp - Nature Reviews Earth & Environment, 2020 - nature.com
Seismic full-waveform inversion (FWI) for imaging Earth's interior was introduced in the late
1970s. Its ultimate goal is to use all of the information in a seismogram to understand the …

Acoustic-and elastic-waveform inversion using a modified total-variation regularization scheme

Y Lin, L Huang - Geophysical Journal International, 2014 - academic.oup.com
Subsurface velocities within the Earth often contain piecewise-constant structures with sharp
interfaces. Acoustic-and elastic-waveform inversion (AEWI) usually produces smoothed …

A prior regularized full waveform inversion using generative diffusion models

F Wang, X Huang, TA Alkhalifah - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Full waveform inversion (FWI) has the potential to provide high-resolution subsurface model
estimations. However, due to limitations in observation, eg, regional noise, limited aperture …

Efficient matrix completion for seismic data reconstruction

R Kumar, C Da Silva, O Akalin, AY Aravkin, H Mansour… - Geophysics, 2015 - library.seg.org
Despite recent developments in improved acquisition, seismic data often remain
undersampled along source and receiver coordinates, resulting in incomplete data for key …

Hybrid-domain simultaneous-source full waveform inversion without crosstalk noise

Q Zhang, W Mao, H Zhou, H Zhang… - Geophysical Journal …, 2018 - academic.oup.com
Simultaneous-source method is usually adopted, as one of the most efficient ways, to reduce
the computation cost of full waveform inversion (FWI). Unfortunately, this method is facing …

Deterministic sensing matrices in compressive sensing: A survey

TLN Nguyen, Y Shin - The Scientific World Journal, 2013 - Wiley Online Library
Compressive sensing is a sampling method which provides a new approach to efficient
signal compression and recovery by exploiting the fact that a sparse signal can be suitably …

Solving multiphysics-based inverse problems with learned surrogates and constraints

Z Yin, R Orozco, M Louboutin, FJ Herrmann - Advanced Modeling and …, 2023 - Springer
Solving multiphysics-based inverse problems for geological carbon storage monitoring can
be challenging when multimodal time-lapse data are expensive to collect and costly to …

Fast full waveform inversion with source encoding and second-order optimization methods

C Castellanos, L Métivier, S Operto… - Geophysical Journal …, 2015 - academic.oup.com
Full waveform inversion (FWI) of 3-D data sets has recently been possible thanks to the
development of high performance computing. However, FWI remains a computationally …

Individual and joint inversions of shallow-seismic rayleigh and love waves: full-waveform inversion versus random-objective waveform inversion

Y Pan, L Gao - Surveys in Geophysics, 2023 - Springer
Shallow-seismic full-waveform inversion (FWI) provides an effective way for the accurate
reconstruction of near-surface models. The common 2D shallow-seismic FWI inverts either …