engineering, Journal, and Adegboyega Ehinmowo. 2025. “Physics-Informed Neural Networks for the Prediction of Critical Sand Transport Velocity in Oil and Gas Pipelines”. Journal of Engineering Research 29 (4), 31-40. http://jer.unilag.edu.ng/article/view/2420.