Learning Seismic Waves for Imaging the Earth

This thesis studies imaging Earth’s interior with seismic wavefields for seismic exploration and monitoring, and shows applications of deep learning in solving challenges in seismic imaging with either active or passive seismic data. For active data, we develop deep-learning methods to extrapolate m...

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Bibliographic Details
Main Author: Sun, Hongyu
Other Authors: Demanet, Laurent
Format: Thesis
Published: Massachusetts Institute of Technology 2022
Online Access:https://hdl.handle.net/1721.1/144859