%0 Journal Article %J IEEE Signal Processing Magazine %D 2021 %T Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows %A Amir Adler %A Araya-Polo, Mauricio %A Tomaso Poggio %X

Seismic inversion is a fundamental tool in geophysical analysis, providing a window into Earth. In particular, it enables the reconstruction of large-scale subsurface Earth models for hydrocarbon exploration, mining, earthquake analysis, shallow hazard assessment, and other geophysical tasks.

%B IEEE Signal Processing Magazine %V 38 %P 89 - 119 %8 03/2021 %G eng %U https://ieeexplore.ieee.org/abstract/document/9363496 %N 2 %! IEEE Signal Process. Mag. %R 10.1109/MSP.2020.3037429