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Esam Y. O. Zafar

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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. · 0 citations

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