Abstract: Safety-critical systems are integral to ensuring the reliability and safety of operations in sectors where failures can lead to severe losses. These systems are characterized by their ...

Abstract: A physics-informed neural networks (PINNs) framework is proposed for electromagnetic-thermal cosimulation. The framework utilizes two coupled PINNs: The first solves the Helmholtz equation ...