T. Cao

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...