Amr S. Hares

Full-vectorial physics-informed neural operator for forward and inverse waveguide modeling

In this work, we tailor Physics-Informed Neural Operators for full-vectorial modal analysis of optical waveguides. We develop a two-headed neural operator, conditioned on coordinate inputs alongside spatial material profiles and operational parameters. This enables a unified framework that simultaneously predicts the e...