Aldlemy, Mohammed, et al. “Numerical Simulation on the Effect of Pipe Roughness in Turbulent Flow”. Knowledge-Based Engineering and Sciences, vol. 3, no. 1, Apr. 2022, pp. 37-44, https://kbes.journals.publicknowledgeproject.org/index.php/kbes/article/view/6363.