Reservoir characterization through integrated petrophysical approach with the application of extreme gradient boosting (XGBoost)

Water saturation (Sw) is one of the significant parameters in hydrocarbon volume estimation. However, accurate estimation of this parameter is always difficult due the presence of clay minerals in the formation, which has a direct impact not only on the well log but also the core analysis data. The...

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Bibliographic Details
Published in:AIP Conference Proceedings
Main Author: Wan Z.; Dollah M.R.; Khalid N.S.A.
Format: Conference paper
Language:English
Published: American Institute of Physics 2024
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85203973374&doi=10.1063%2f5.0230422&partnerID=40&md5=dd1819ebdd9a47580961ac17f66909c1