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Author

Amr Ramadan

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Sep 2026

Real-Time Prediction of Near-Bit Rock Failure through Ensemble Learning and Swarm-Based Optimization

Wellbore instability and near-bit rock failure during drilling operations drive significant nonproductive time, stuck-pipe incidents, and costly remedial actions, yet conventional wellbore-stability analyses rely on static geomechanical assumptions that cannot adapt to evolving subsurface conditions ahead of the bit....

Amr Ramadan, Cole Qamar, M. Gabry · 0 citations

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