Seismic tomography using variational inference methods

X Zhang, A Curtis - Journal of Geophysical Research: Solid …, 2020 - Wiley Online Library
Seismic tomography is a methodology to image the interior of solid or fluid media and is
often used to map properties in the subsurface of the Earth. In order to better interpret the …

Probabilistic neural network-based 2D travel-time tomography

S Earp, A Curtis - Neural Computing and Applications, 2020 - Springer
Travel-time tomography for the velocity structure of a medium is a highly nonlinear and
nonunique inverse problem. Monte Carlo methods are becoming increasingly common …

Probabilistic neural network tomography across Grane field (North Sea) from surface wave dispersion data

S Earp, A Curtis, X Zhang… - Geophysical Journal …, 2020 - academic.oup.com
Surface wave tomography uses measured dispersion properties of surface waves to infer
the spatial distribution of subsurface properties such as shear wave velocities. These …

Imaging the subsurface using induced seismicity and ambient noise: 3-D tomographic Monte Carlo joint inversion of earthquake body wave traveltimes and surface …

X Zhang, C Roy, A Curtis, A Nowacki… - Geophysical Journal …, 2020 - academic.oup.com
Seismic body wave traveltime tomography and surface wave dispersion tomography have
been used widely to characterize earthquakes and to study the subsurface structure of the …

Shear-wave tomography using ocean ambient noise with interference

G Wu, H Dong, G Ke, J Song - Remote Sensing, 2020 - mdpi.com
Ambient noise carries abundant subsurface structure information and attracts ever-
increasing attention in the past decades. However, there are lots of interference factors in …

Near-real time 3d seismic velocity and uncertainty models from ambient noise, gradiometry and neural network inversion

A Curtis, R Cao, S Earp, X Zhang… - … EAGE Conference and …, 2019 - earthdoc.org
Producing seismic wave speed models of the Earth's interior with full uncertainty estimates is
a grand challenge of geophysics. It is relatively easy to produce uncertainty estimates by …

[PDF][PDF] Seismic tomography using variational inference

XZA Curtis - geos.ed.ac.uk
Abstract 13 Seismic tomography is a methodology to image the interior of solid or fluid
media, and 14 is often used to map properties in the subsurface of the Earth. In order to …