Physics-constrained neural networks for surrogate modeling of lossless periodic structures

Eric Prehn, Peter Jung

We introduce a physics-constrained neural network for the rapid prediction of rigorous coupled-wave analysis outputs in the form of Jones matrices. Starting from energy conservatio…