Neural network modelling and classification of lithofacies using well log data: a case study from KTB borehole site

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Lithofacies Classification from Well Log Data using Neural Networks, Interval Neutrosophic Sets and Quantification of Uncertainty

This paper proposes a novel approach to the question of lithofacies classification based on an assessment of the uncertainty in the classification results. The proposed approach has multiple neural networks (NN), and interval neutrosophic sets (INS) are used to classify the input well log data into outputs of multiple classes of lithofacies. A pair of n-class neural networks are used to predict...

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ژورنال

عنوان ژورنال: Geophysical Journal International

سال: 2007

ISSN: 0956-540X,1365-246X

DOI: 10.1111/j.1365-246x.2007.03342.x