Metasurface Designed by Active Learning

We use an active learning scheme to optimize the design of a metasurface, including an asymmetric light-intensity transmitter at visible frequency and a frequency selective digital metasurface at W-band. The active learning can identify good design for these metasurfaces with an extremely sparse dataset.