Integrating well log interpretations for lithofacies classification and permeability modeling through advanced machine learning algorithms

Integrating well log interpretations for lithofacies classification and permeability modeling through advanced machine learning algorithms

Abstract In this paper, an integrated procedure was adopted to obtain accurate lithofacies classification to be incorporated with well log interpretations for a precise core permeability modeling. Probabilistic neural networks (PNNs) were employed to model lithofacies sequences as a function of well...

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Bibliographic Details
Main Author: Watheq J. Al-Mudhafar
Format: Article
Language:English
Published: SpringerOpen 2017-06-01
Series:Journal of Petroleum Exploration and Production Technology
Subjects:
Lithofacies classification
Permeability modeling
Probabilistic neural networks
Boosted regression
Well log interpretations
Online Access:http://link.springer.com/article/10.1007/s13202-017-0360-0

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http://link.springer.com/article/10.1007/s13202-017-0360-0

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