Fuad A. Awwad

Bridging the Gap between Artificial Neural Networks (ANNs) and Partial Differential Equations (PDEs)

2025 · Proceedings of the Bulgarian Academy of Sciences

The current research presents novel and hybrid method to tackle complex nonlinear Partial Differential Equations (PDEs) by combining Radial Basis Function Neural Networks (RBFNNs) with a powerful hybrid optimization technique. RBFNN is used to generate …