Applying spectral decomposition to seismic facies clustering with unsupervised machine learning

Seismic facies analysis, essential for subsurface geological exploration, has traditionally challenged the ability to capture subtle variations in complex stratigraphic environments. This study uses spectral decomposition and unsupervised machine learning, specifically the Kohonen Self-Organizing Ma...

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Bibliographic Details
Date:2025
Main Authors: Malikov, Ruslan, Babayev, Gulam
Format: Article
Language:English
Published: S. Subbotin Institute of Geophysics of the NAS of Ukraine 2025
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Online Access:https://journals.uran.ua/geofizicheskiy/article/view/320290
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Journal Title:Geofizicheskiy Zhurnal

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Geofizicheskiy Zhurnal