Use cases of lossy compression for floating-point data in scientific data sets

F Cappello, S Di, S Li, X Liang… - … Journal of High …, 2019 - journals.sagepub.com
Architectural and technological trends of systems used for scientific computing call for a
significant reduction of scientific data sets that are composed mainly of floating-point data …

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 …

Efficient time-domain 3D elastic and viscoelastic full-waveform inversion using a spectral-element method on flexible Cartesian-based mesh

PT Trinh, R Brossier, L Métivier, L Tavard, J Virieux - Geophysics, 2019 - library.seg.org
Viscoelastic full-waveform inversion is recognized as a challenging task for current
acquisition deployment at the crustal scale. We have developed an efficient formulation …

A time-domain preconditioned truncated Newton approach to visco-acoustic multiparameter full waveform inversion

P Yang, R Brossier, L Métivier, J Virieux… - SIAM Journal on Scientific …, 2018 - SIAM
A truncated Newton (TRN) method for time-domain full waveform inversion (FWI) in a visco-
acoustic medium has been developed based on the 2nd-order adjoint state formulation …

Data-adaptive global full-waveform inversion

S Thrastarson, DP Van Herwaarden… - Geophysical Journal …, 2022 - academic.oup.com
We present a novel approach to global-scale full-waveform inversion (FWI) that can reduce
computational cost by over an order of magnitude, compared to previously published …

Hamiltonian Monte Carlo inversion of seismic sources in complex media

A Fichtner, S Simutė - Journal of Geophysical Research: Solid …, 2018 - Wiley Online Library
We present a probabilistic seismic point source inversion, taking into account 3‐D
heterogeneous Earth structure. Our method rests on (1) reciprocity and numerical wavefield …

Generalised interferometry-I. Theory for inter-station correlations

A Fichtner, L Stehly, L Ermert… - Geophysical Journal …, 2016 - academic.oup.com
We develop a general theory for interferometry by correlation that (i) properly accounts for
heterogeneously distributed sources of continuous or transient nature,(ii) fully incorporates …

Wavefield reconstruction in attenuating media: A checkpointing-assisted reverse-forward simulation method

P Yang, R Brossier, L Métivier, J Virieux - Geophysics, 2016 - pubs.geoscienceworld.org
Three-dimensional implementations of reverse time migration (RTM) and full-waveform
inversion (FWI) require efficient schemes to access the incident field to apply the imaging …

Automated large‐scale full seismic waveform inversion for North America and the North Atlantic

L Krischer, A Fichtner, C Boehm… - Journal of Geophysical …, 2018 - Wiley Online Library
We present a new anisotropic seismic tomography model based on a multiscale full seismic
waveform inversion for crustal and upper‐mantle structure from the western edge of North …

3D elastic full-waveform inversion using P-wave excitation amplitude: Application to ocean bottom cable field data

JW Oh, M Kalita, T Alkhalifah - Geophysics, 2018 - library.seg.org
We have developed an efficient elastic full-waveform inversion (FWI) based on the P-wave
excitation amplitude (maximum energy arrival) approximation in the source wavefields …