Mauricio Araya‐Polo

Deep-learning tomography

Mauricio Araya‐Polo, Joseph Jennings, Amir Adler et al. · The Leading Edge · 2017 · 533 citations

Learning with a Wasserstein Loss

Charlie Frogner, Chiyuan Zhang, Hossein Mobahi et al. · arXiv (Cornell University) · 2015 · 270 citations · Full text

Structured Prediction, Engineering, Machine Learning +16

Automated fault detection without seismic processing

Mauricio Araya‐Polo, Taylor Dahlke, Charlie Frogner et al. · The Leading Edge · 2017 · 255 citations

Geometric Learning, Engineering, Machine Learning +24

Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows

Amir Adler, Mauricio Araya‐Polo, Tomaso Poggio · IEEE Signal Processing Magazine · 2021 · 133 citations

Engineering, Machine Learning, Seismic Wave +19

Machine-learning Based Automated Fault Detection in Seismic Traces

Chenhui Zhang, Charlie Frogner, Mauricio Araya‐Polo et al. · Proceedings · 2014 · 81 citations