Abstract: Deep neural networks based on physical information are expected to be effective alternatives to numerical electromagnetic solvers because they can efficiently solve Maxwell’s equations and ...

Abstract: In complex ring networks, a significant amount of time is typically required to determine the coordination relationships of backup protection settings during online adjustment, which affects ...