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Title | Machine Learning for Exotic Metasurfaces |
Publication Type | Conference Paper |
Year of Publication | 2020 |
Authors | Y Deng, S Ren, K Fan, JM Malof, and WJ Padilla |
Conference Name | International Conference on Infrared, Millimeter, and Terahertz Waves, Irmmw Thz |
Date Published | 11/2020 |
Abstract | We introduce one deep neural network and an inverse method called neural adjoint method to solve high-dimensional metasurface inverse design problem. We find that, even when the solution is outside the geometry space, the neural adjoint method is still able to find a metasurface design with low error. |
DOI | 10.1109/IRMMW-THz46771.2020.9370973 |