Noman Sharif

Neural network-based computational analysis of pressure-driven nonlinear waves in gas–liquid mixtures and oil transportation pipelines

In this work, we develop a computational approach for the analytical investigation of the dynamics of waves in a nonlinear system described by the Kudryashov-Sinelshchikov equation which is a nonlinear partial differential equation of (1+1) dimensions that models the propagation of pressure waves in bubbly liquids, mul...