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Yulin Ma

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Review Open access Jul 2026

Prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions

Four main research directions are summarized: deep integration of physical constraints and intelligent optimization algorithms, development of decision support systems for real-time drilling, advancement of interdisciplinary hybrid modeling methods, and application of efficient computing and edge intelligence technolog...

Yulin Ma, T. Cao, Zhou Du · 0 citations

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