Prediction of Water Saturation from Well Log Data by Machine Learning Algorithms: Boosting and Super Learner

Intelligent predictive methods have the power to reliably estimate water saturation (S<sub>w</sub>) compared to conventional experimental methods commonly performed by petrphysicists. However, due to nonlinearity and uncertainty in the data set, the prediction might not be accurate. Ther...

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Bibliographic Details
Main Authors: Fahimeh Hadavimoghaddam, Mehdi Ostadhassan, Mohammad Ali Sadri, Tatiana Bondarenko, Igor Chebyshev, Amir Semnani
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/9/6/666