Shape Carving Methods of Geologic Body Interpretation from Seismic Data Based on Deep Learning

The task of seismic data interpretation is a time-consuming and uncertain process. Machine learning tools can help to build a shortcut between raw seismic data and reservoir characteristics of interest. Recently, techniques involving convolutional neural networks have started to gain momentum. Convo...

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Bibliographic Details
Main Authors: Sergei Petrov, Tapan Mukerji, Xin Zhang, Xinfei Yan
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/15/3/1064