Abdul Mateen

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...

An Interpretable Neural Network–Based Symbolic Approach for Exact Soliton Solutions of Nonlinear Evolution Equations