Physics-informed neural networks with hybrid Kolmogorov-Arnold network and augmented Lagrangian function for solving partial differential equations

In this section, we introduce the comprehensive architecture and computational methods of the proposed model with the aim of enhancing the interpretability and accuracy of PINNs. Meanwhile, to address the impact of the penalty factor of the…