Method and system for faster seismic imaging using machine learning
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United States of America Patent
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Jul 9, 2024
Grant Date -
Sep 8, 2022
app pub date -
Mar 5, 2021
filing date -
Mar 5, 2021
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Abstract
A method may include obtaining seismic data regarding a geological region of interest. The seismic data may include various pre-processed gathers. The method may further include obtaining a machine-learning model that is pre-trained to predict migrated seismic data. The method may further include selecting various training gathers based on a portion of the pre-processed gathers, a migration function, and a velocity model. The method may further include generating a trained model using the training gathers, the machine-learning model, and a machine-learning algorithm. The method may further include generating a seismic image of the geological region of interest using the trained model and a remaining portion of the seismic data.
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