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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 …
Seismic imaging: From classical to adjoint tomography
Q Liu, YJ Gu - Tectonophysics, 2012 - Elsevier
Seismic tomography has been a vital tool in probing the Earth's internal structure and
enhancing our knowledge of dynamical processes in the Earth's crust and mantle. While …
enhancing our knowledge of dynamical processes in the Earth's crust and mantle. While …
Deep-learning inversion of seismic data
Global adjoint tomography—model GLAD-M25
Building on global adjoint tomography model GLAD-M15, we present transversely isotropic
global model GLAD-M25, which is the result of 10 quasi-Newton tomographic iterations with …
global model GLAD-M25, which is the result of 10 quasi-Newton tomographic iterations with …
Wavefield reconstruction inversion via physics-informed neural networks
Wavefield reconstruction inversion (WRI) formulates a PDE-constrained optimization
problem to reduce cycle skip** in full-waveform inversion (FWI). WRI is often implemented …
problem to reduce cycle skip** in full-waveform inversion (FWI). WRI is often implemented …
Measuring the misfit between seismograms using an optimal transport distance: Application to full waveform inversion
Full waveform inversion using the conventional L 2 distance to measure the misfit between
seismograms is known to suffer from cycle skip**. An alternative strategy is proposed in …
seismograms is known to suffer from cycle skip**. An alternative strategy is proposed in …
Seismic envelope inversion and modulation signal model
We recognized that the envelope fluctuation and decay of seismic records carries ultra low-
frequency (ULF, ie, the frequency below the lowest frequency in the source spectrum) …
frequency (ULF, ie, the frequency below the lowest frequency in the source spectrum) …
Deep learning for low-frequency extrapolation from multioffset seismic data
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 …
reliable subsurface properties. However, it is challenging to acquire field data with an …
Global adjoint tomography: first-generation model
We present the first-generation global tomographic model constructed based on adjoint
tomography, an iterative full-waveform inversion technique. Synthetic seismograms were …
tomography, an iterative full-waveform inversion technique. Synthetic seismograms were …
[КНИГА][B] Full seismic waveform modelling and inversion
A Fichtner - 2010 - books.google.com
Recent progress in numerical methods and computer science allows us today to simulate
the propagation of seismic waves through realistically heterogeneous Earth models with …
the propagation of seismic waves through realistically heterogeneous Earth models with …