Enhancing Adjoint Optimization-based Photonics Inverse Design with Explainable Machine Learning

Christopher Yeung, David Ho, Benjamin Pham +2

A fundamental challenge in the design of photonic devices, and electromagnetic structures more generally, is the optimization of their overall architecture to achieve a desired res…