Author

J. M. Barakat

3 papers indexed here

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Open access Oct 2026

Thermal Energy Optimization of Nanofluid Movement in Spinning Porous Tubes Through Neural Networks

Objective: The current study combines artificial intelligence (AI) with mathematical modeling to analyze nanofluid flow behavior, convective heat transfer, and thermal radiation in a rotating permeable channel. Methods/Analysis: Governing equations are derived for a CuO-water nanofluid using its thermo-physical propert...

Y. Iqbal, Qazi Mahmood Ul Hassan, Raymond Ghandour et al. · Emerging Science Journal · 0 citations

#diffusion models Open access Oct 2026

Exact Soliton Solutions and Lyapunov-Based Nonlinear Dynamical Analysis of a Classical Kolmogorov–Petrovsky–Piskunov Equation

In this study, an analytical and dynamical study of the classical Kolmogorov–Petrovsky– Piskunov (KPP) equation is carried out by means of the improved generalized Riccati equation mapping (IGREM) method. An appropriate traveling-wave transformation is used to reduce the governing equation and several families of exact...

Julien Moussa H. Barakat, Raymond Ghandour, Zaher Al Al Barakeh · Computation · 0 citations

Open access Aug 2026

Enhancing customer churn prediction in telecom services through segmentation

The proposed segmentation approach demonstrated substantial performance improvements for specific customer segments, particularly Clusters 3 and 4, where prediction accuracy exceeded 94%, while maintaining competitive overall performance compared to non-segmented models.

Sagar Shawrikar, S. Hosseini, Julien Moussa H. Barakat et al. · PeerJ Computer Science · 0 citations