FaciesViT: Vision transformer for an improved core lithofacies prediction

Lithofacies classification is a fundamental step to perform depositional and reservoir characterizations in the subsurface. However, such a classification is often hindered by limited data availability and biased and time-consuming analysis. Recent work has demonstrated the potential of image-based...

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Bibliographic Details

Published in:	Frontiers in Earth Science
Main Authors:	Ardiansyah Koeshidayatullah, Sadam Al-Azani, Evgeny E. Baraboshkin, Motaz Alfarraj
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2022-10-01
Subjects:	lithofacies geosciences transformers AI deep learning
Online Access:	https://www.frontiersin.org/articles/10.3389/feart.2022.992442/full