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1 G. Omar Elmabruk, “Modeling and Prediction of Corrosion Penetration Rate in Crude Oil Pipelines Using Back Propagation Artificial Neural Network Approach”, iisj, vol. 5, no. 03, pp. Page: 1–9, Mar. 2021.