In this Letter, we engineer the colors of all-dielectric metasurfaces by means of a metamodel-based optimization approach. This algorithm combines heuristic optimization and neural networks to retrieve the metasurface’s optimal geometrical parameters that serve to reproduce a prescribed color. The m...
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