Abstract: We present efficient and fast inverse design of diffractive dielectric metasurfaces using a generative diffusion models. A unique data generation scheme is developed for the training process ...
Abstract: This article proposes a novel machine learning (ML)-assisted framework for solving full-wave inverse scattering problems (ISPs) in inhomogeneous, high-contrast media. Traditional ...