Comparative study of homogeneous ensemble methods with conventional ML classifiers in litho-facies detection using real-time drilling data

The drilling operation is known to be influenced by the formation’s lithology. Real-time prediction of formation parameters is essential to steer the well and make proper completion decisions—litho-facies aid in quantifying formation qualities, allowing drilling parameters to be optimized. Tradition...

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