Attention Mechanism Neural Network for Seismic Facies Classification

C. T. Ang, M. Sajid, A. Elsheikh, H. Alsalmi

Research output: Chapter in Book/Report/Conference proceedingConference contribution


Identifying seismic facies groups from seismic data includes tasks such as interpreting structures and assigning facies information into the identified structures. The process of seismic interpretation relies on expert interpretation and is generally time consuming. In the current work, we develop a new network architecture for automatic seismic facies class with attention mechanism for improved classification results.
Original languageEnglish
Title of host publicationSPE Annual Technical Conference and Exhibition 2023
PublisherSociety of Petroleum Engineers
ISBN (Print)9781613999929
Publication statusPublished - 9 Oct 2023
EventSPE Annual Technical Conference and Exhibition 2023 - San Antonio, United States
Duration: 16 Oct 202318 Oct 2023


ConferenceSPE Annual Technical Conference and Exhibition 2023
Country/TerritoryUnited States
CitySan Antonio

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