AI-based geological subsurface reconstruction using sparse convolutional autoencoders

Subsurface reconstruction is critical for geological modeling and resource exploration. Conventional spatial interpolation methods are limited by stationarity and spatial isotropy assumptions, while advanced geostatistical techniques require specialized datasets. Deep learning approaches often need...

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Bibliographic Details

Published in:	Computers & geosciences Vol. 204; p. 105981
Main Authors:	Uribe-Ventura, Rodrigo, Barriga-Berrios, Yoan, Barriga-Gamarra, Jorge, Baby, Patrice, Viveen, Willem
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.10.2025
Subjects:	Andes Basin structure Deep learning Electrical resistivity Geophysics Huancayo basin Deep learning Andes Huancayo basin Electrical resistivity Geophysics Basin structure
ISSN:	0098-3004
Online Access:	Get full text
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