Inverse Design of Nanophotonic Structures Using a Hybrid Dimensionality Reduction Technique

In this work, we leverage neural networks and dimensionality reduction both in the design and response space to rapidly and efficiently design near-optimal optical nanostructures producing a desired electromagnetic response.