Kamal M. Othman

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

Nonlinear partial differential equations require effective analytical and computational techniques for constructing, interpreting, and validating nonlinear wave solutions. In this work, we develop a symbolic Riccati sub-equation neural network framework for obtaining exact solutions of the (2 + 1)-dimensional Chaffee–I...