G-PIFNN: A Generalizable Physics-informed Fourier Neural Network Framework for Electrical Circuits

Ibrahim Shahbaz, Mohammad J. Abdel-Rahman, Eman Hammad

Physics-Informed Neural Networks (PINNs) have advanced the data-driven solution of differential equations (DEs) in dynamic physical systems, yet challenges remain in explainability…