Concepedia

Mauricio Araya‐Polo

MA

Statistics

Publications

20

Citations

1.8K

H-Index

14

Active since

2008

Affiliations

Shell (Netherlands)(Current)

Massachusetts Institute of Technology

Stanford University

Barcelona Supercomputing Center

Total (France)

Mauricio Araya‐Polo is an author at Shell (Netherlands) specializing in deep learning, machine learning, and computer science.

Publications per year

2008–2023

20

Publications

20

Deep-learning tomography

Mauricio Araya‐Polo, Joseph Jennings, Amir Adler et al. · The Leading Edge · 2017 · 553 citations

Natural Sciences, Computer Science, Petroleum Engineering +17

Learning with a Wasserstein Loss

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

Computing, Computer Science, Machine Learning +8

Automated fault detection without seismic processing

Mauricio Araya‐Polo, Taylor Dahlke, Charlie Frogner et al. · The Leading Edge · 2017 · 259 citations

Engineering, Earth Sciences, Petroleum Engineering +17

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 · 144 citations · Full text

Natural Sciences, Earth Sciences, Geophysics +16

Machine-learning Based Automated Fault Detection in Seismic Traces

Chenhui Zhang, Charlie Frogner, Mauricio Araya‐Polo et al. · Proceedings · 2014 · 82 citations

Natural Sciences, Computer Science, Geophysics +16

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