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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

B. M. Bitayib

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Conference Aug 2026

Real-Time Prediction of Near-Bit Rock Geo-Mechanical Properties from Drilling and Gamma Ray Data: A Comparative Analysis Using Machine Learning and Deep Learning Techniques

A robust and reliable machine learning framework for real-time prediction of young's modulus is presented, reducing dependence on core testing and enabling dynamic decision-making during drilling operations, and can be seamlessly integrated into real-time drilling advisory systems.

R. Elgaddafi, B. M. Bitayib, K. Amadi et al. · 0 citations
Conference Aug 2026

Real-Time Prediction of Rock Young Modulus and Uniaxial Compressive Strength from Artificial Intelligence-Based Correlations

This study investigates an artificial intelligence (AI) based approach for real-time prediction of Young's modulus and UCS using drilling and logging data and reveals that neutron porosity, formation bulk density and Gamma Ray are the three most influential predictors.

K. Amadi, R. Elgaddafi, B. M. Bitayib et al. · 0 citations

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