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Adaptive boosting of random forest algorithm for automatic petrophysical interpretation of well logs

The power of Machine Learning is demonstrated for automatic interpretation of well logs and determining reservoir properties for volume of shale, porosity, and water saturation respectively for tight clastic sequences. Random Forest algorithms are reputed for their efficiency as they belong to a cla...

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Detalles Bibliográficos
Autor principal: Srivardhan, V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9443645/
http://dx.doi.org/10.1007/s40328-022-00385-5