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MACHINE LEARNING-BASED ANALYSIS OF SEISMIC ATTRIBUTES
MACHINE LEARNING-BASED ANALYSIS OF SEISMIC ATTRIBUTES
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机译:基于机器学习的地震属性分析
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摘要
Systems and methods are disclosed that include generating reservoir property profiles corresponding to reservoir properties for pseudo wells based on reservoir data, generating seismic attributes for the pseudo wells, and training a machine learning model by comparing the reservoir property profiles against the seismic attributes. In this manner, the machine learning model may be used to predict reservoir properties for use with seismic exploration above a region of a subsurface that contains structural or stratigraphic features conducive to a presence, migration, or accumulation of hydrocarbons.
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