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 …
Extending the search space of full-waveform inversion beyond the single-scattering Born approximation: A tutorial review
Full-waveform inversion (FWI) can be made immune to cycle skipping by matching the
recorded data with traveltime errors smaller than one-half period from inaccurate subsurface …
recorded data with traveltime errors smaller than one-half period from inaccurate subsurface …
Deep-learning inversion of seismic data
We propose a new method to tackle the mapping challenge from time-series data to spatial
image in the field of seismic exploration, ie, reconstructing the velocity model directly from …
image in the field of seismic exploration, ie, reconstructing the velocity model directly from …
An introduction to full waveform inversion
J Virieux, A Asnaashari, R Brossier… - Encyclopedia of …, 2017 - library.seg.org
Full waveform inversion (FWI) is a high-resolution seismic imaging technique that is based
on using the entire content of seismic traces for extracting physical parameters of the …
on using the entire content of seismic traces for extracting physical parameters of the …
Improving full-waveform inversion by wavefield reconstruction with the alternating direction method of multipliers
Full-waveform inversion (FWI) is an iterative nonlinear waveform matching procedure
subject to wave-equation constraint. FWI is highly nonlinear when the wave-equation …
subject to wave-equation constraint. FWI is highly nonlinear when the wave-equation …
Full-waveform inversion with extrapolated low-frequency data
YE Li, L Demanet - Geophysics, 2016 - library.seg.org
The availability of low-frequency data is an important factor in the success of full-waveform
inversion (FWI) in the acoustic regime. The low frequencies help determine the kinematically …
inversion (FWI) in the acoustic regime. The low frequencies help determine the kinematically …
Integrating deep neural networks with full-waveform inversion: Reparameterization, regularization, and uncertainty quantification
Full-waveform inversion (FWI) is an accurate imaging approach for modeling the velocity
structure by minimizing the misfit between recorded and predicted seismic waveforms …
structure by minimizing the misfit between recorded and predicted seismic waveforms …
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 …
data to perturbations in the model. Such perturbations may include smooth background …
A general approach to seismic inversion with automatic differentiation
Imaging Earth structure or seismic sources from seismic data involves minimizing a target
misfit function, and is commonly solved through gradient-based optimization. The adjoint …
misfit function, and is commonly solved through gradient-based optimization. The adjoint …