Author

H. ur Rehman

2 papers indexed here

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Sep 2026

Symbolic Riccati-Based Exact Solutions and Physics-Informed Neural Network Validation of the (2+1)-Dimensional Chaffee–Infante Equation

A symbolic Riccati sub-equation neural network framework for obtaining exact solutions of the (2 + 1)-dimensional Chaffee–Infante equation is developed, which successfully reproduces the representative kink solution with small numerical errors in the considered parameter regime.

I. Iqbal, T. Althobaiti, A. Awan et al. · Modern physics letters B · 0 citations

Open access Jul 2026

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...

T. Althobaiti, Noman Sharif, Daba Meshesha Gusu et al. · Science in progress · 0 citations