Abstract: Physics-informed neural networks (PINNs) offer a flexible framework for solving differential equations using physical constraints and data. This study focuses on second-order ...

Second‐order circuits have two reactive circuit elements, which store energy. Circuits with an inductor and capacitor together, where they can exchange energy, are second‐order circuits. Second‐order ...