Sonic Log Prediction Based on Extreme Gradient Boosting (XGBoost) Machine Learning Algorithm by Using Well Log Data

Sonic log is an important aspect that provides a detailed description of the subsurface properties associated with oil and gas reservoirs. The problem that frequently occurs is the unavailability of sonic log data for various reasons needs to be given an effective solution. The alternative approach...

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Bibliographic Details
Published in:	BIO web of conferences Vol. 89; p. 9003
Main Authors:	Hakam, Abdul, Utama, Widya, Garini, Sherly Ardhya, Jabar, Omar Abdul, Insani, Alif Nurdien Fitrah, Rosandi, Yudi
Format:	Journal Article Conference Proceeding
Language:	English
Published:	Les Ulis EDP Sciences 01.01.2024
Subjects:	Algorithms Availability Continuous improvement Data processing Gamma rays Geophysical exploration Learning algorithms Machine learning Oil reservoirs Optimization Porosity Prediction models Predictions Propagation velocity Tuning Wave propagation
ISSN:	2117-4458, 2273-1709, 2117-4458
Online Access:	Get full text
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