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Probabilistic inversion of seismic data for reservoir petrophysical characterization: Review and examples
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 …
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 …
1970s. Its ultimate goal is to use all of the information in a seismogram to understand the …
A prior regularized full waveform inversion using generative diffusion models
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 …
estimations. However, due to limitations in observation, eg, regional noise, limited aperture …
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 …
interfaces. Acoustic-and elastic-waveform inversion (AEWI) usually produces smoothed …
Efficient matrix completion for seismic data reconstruction
Despite recent developments in improved acquisition, seismic data often remain
undersampled along source and receiver coordinates, resulting in incomplete data for key …
undersampled along source and receiver coordinates, resulting in incomplete data for key …
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 …
signal compression and recovery by exploiting the fact that a sparse signal can be suitably …
Full waveform inversion and the truncated Newton method
Full waveform inversion (FWI) is a powerful method for reconstructing subsurface
parameters from local measurements of the seismic wavefield. This method consists in …
parameters from local measurements of the seismic wavefield. This method consists in …
Hybrid-domain simultaneous-source full waveform inversion without crosstalk noise
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 …
the computation cost of full waveform inversion (FWI). Unfortunately, this method is facing …
Solving multiphysics-based inverse problems with learned surrogates and constraints
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 …
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
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 …
development of high performance computing. However, FWI remains a computationally …