Deep Learning for Seismic Inverse Problems: Toward the Acceleration of Geophysical Analysis Workflows
Amir Adler, Mauricio Araya‐Polo, Tomaso Poggio
Abstract
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.
Topics & Concepts
GeologyGeophysicsInversion (geology)WorkflowSeismic hazardExploration geophysicsSeismologyWindow (computing)Scale (ratio)Geophysical imagingComputer scienceOperating systemQuantum mechanicsPhysicsTectonicsDatabaseSeismic Imaging and Inversion TechniquesSeismology and Earthquake StudiesSeismic Waves and Analysis