154 citations · 214 across the 7 of their papers we have counts for
3 papers · 1 filter
Deep-tomography: iterative velocity model building with deep learning
Ana Paula O. Muller, Clecio R. Bom, Jesse C. Costa +5
The accurate and fast estimation of velocity models is crucial in seismic imaging. Conventional methods, like Tomography and Full-Waveform Inversion (FWI), obtain appropriate veloc…
Complete identification of complex salt geometries from inaccurate migrated subsurface offset gathers using deep learning
Ana Paula O. Muller, Jesse C. Costa, Clecio R. Bom +5
Delimiting salt inclusions from migrated images is a time-consuming activity that relies on highly human-curated analysis and is subject to interpretation errors or limitations of…
Developing a Victorious Strategy to the Second Strong Gravitational Lensing Data Challenge
C. R. Bom, B. M. O. Fraga, L. O. Dias +7
Strong Lensing is a powerful probe of the matter distribution in galaxies and clusters and a relevant tool for cosmography. Analyses of strong gravitational lenses with Deep Learni…