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Author

Ghulam Hussain Tipu

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3 papers indexed here

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Oct 2026

Periodic–Kink, Lump, and Rogue Waves with Parameter Discovery in an Integrable Model: Bilinear and Physics-Informed Neural-Network Approaches

This research investigates nonlinear wave dynamics of the integrable (3+1)-dimensional extended Bogoyavlensky- Konopelchenko equation, which models the interaction of a Riemann wave and a long wave in fluid dynamics. The equation has important applications in the modeling of shallow water waves, ion acoustic waves, and...

G. H. Tipu, A. Y. Cherati, Hamid Momeni et al. · 0 citations
Open access Sep 2026

Exact Solutions of Higher-Dimensional Integrable Models Using Extended Trial Functions Within a Symbolic Neural Network Computation

This paper investigates two integrable (2+1)-dimensional nonlinear evolution equations, namely the Kairat–II–X-extended (K–II–X-E) model and the Kairat–II-X (K–II–X)-type model, with the objective of deriving exact analytical soliton solutions. These models serve as fundamental prototypes for nonlinear wave dynamics an...

Abdul Mateen, G. H. Tipu, A. Bekir et al. · 0 citations
Open access Sep 2026

Artificial Neural Networks and Simulation of Nonlinear Soliton Solutions of the Modified Benjamin–Bona–Mahony Equation in Nonlinear Optics

A novel combination of symbolic computation and data-driven modeling is introduced to strengthen the theoretical analysis and improve the simulation capabilities of the modified Benjamin–Bona–Mahony equation.

Beenish, G. H. Tipu, Maria Samreen et al. · 0 citations

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