Boukredera, Farouk SaidRiad Youcefi, MohamedHADJADJ, AhmedEzenkwu, Chinedu PascalVaziri, VahidAphale, Sumeet S.2023-08-282023-08-282023-11-01Boukredera, F S, Riad Youcefi, M, HADJADJ, A, Ezenkwu, C P, Vaziri, V & Aphale, S S 2023, 'Enhancing the drilling efficiency through the application of machine learning and optimization algorithm', Engineering Applications of Artificial Intelligence, vol. 126, no. Part C, 107035. https://doi.org/10.1016/j.engappai.2023.1070350952-1976ORCID: /0000-0002-1691-1648/work/141301316ORCID: /0000-0003-1882-2013/work/141302228https://hdl.handle.net/2164/21559Acknowledgment We would like to acknowledge the collaborative efforts of SONATRACH Group, and the universities involved in this research (Université de Boumerdes, Université de laghouat and University of Aberdeen).116016075engDrilling optimizationDrilling vibrationsArtificial Neural NetworkMachine LearningRate of PenetrationTA Engineering (General). Civil engineering (General)TAJournal article10.1016/j.engappai.2023.107035126