Nanophotonics Design Platform Based on Double-step Dimensionality Reduction

We present a novel approach based on dimensionality reduction for designing electromagnetic nanostructures. The method relies on reducing the dimensionality of the input/output space to reduce the complexity of forward and inverse design problems.