355 citations · 468 across the 28 of their papers we have counts for
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physics.comp-ph2019★ 2 cited
Accelerating Least Squares Imaging Using Deep Learning Techniques
Janaki Vamaraju, Jeremy Vila, Mauricio Araya-Polo +3
Wave equation techniques have been an integral part of geophysical imaging workflows to investigate the Earth's subsurface. Least-squares reverse time migration (LSRTM) is a linear…
physics.geo-ph2019★ 30 cited
Deep Recurrent Architectures for Seismic Tomography
Amir Adler, Mauricio Araya-Polo, Tomaso Poggio
This paper introduces novel deep recurrent neural network architectures for Velocity Model Building (VMB), which is beyond what Araya-Polo et al 2018 pioneered with the Machine Lea…