Original ResearchPublished 29 September 2026Machine-learning-based prediction of pipe-sticking events in petroleum drilling operations using domain-informed features and class-balanced ensemblesR. Harishwaran · Aslam Abdullah M.Frontiers in Built Environmentdoi 10.3389/fbuil.2026.1913509