83 citations · 261 across the 10 of their papers we have counts for
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physics.geo-ph2022★ 78 cited
3D Bayesian Variational Full Waveform Inversion
Xin Zhang, Angus Lomas, Muhong Zhou +2
Seismic full-waveform inversion (FWI) provides high resolution images of the subsurface by exploiting information in the recorded seismic waveforms. This is achieved by solving a h…
physics.geo-ph2022★ 31 cited
An introduction to variational inference in Geophysical inverse problems
Xin Zhang, Muhammad Atif Nawaz, Xuebin Zhao +1
In a variety of scientific applications we wish to characterize a physical system using measurements or observations. This often requires us to solve an inverse problem, which usua…
physics.geo-ph2022★ 11 cited
Surface wave dispersion inversion using an energy likelihood function
Xin Zhang, York Zheng, Andrew Curtis
Seismic surface wave dispersion inversion is used widely to study the subsurface structure of the Earth. The dispersion property is usually measured by using frequency-phase veloci…