Student Ahmed Fadel Karim from the College of Engineering, University of Basra, Department of Petroleum Engineering, fourth stage, participated in the International Society of Petroleum Engineers (SPE) competition for bachelor’s students at the Middle East and North Africa level in the International Petroleum and Energy Conference held in the Sultanate of Oman for the period 22-24 April 2024 for his graduation project. Tagged "Improving well cleaning efficiency in drilling operations by improving the selection of hydraulic factors using artificial intelligence techniques"