“…Designs for metasurfaces have been mostly human knowledge based and optimizations from building blocks known previously. For example, metalenses [ 1 , 2 , 3 , 4 , 5 , 6 ], holograms [ 7 , 8 , 9 ], light absorbers [ 10 , 11 , 12 , 13 , 14 , 15 , 16 ], metagratings [ 17 , 18 , 19 ], luminescence-enhancing metasurfaces [ 20 , 21 , 22 , 23 , 24 , 25 , 26 ], and so on, were fabricated in such ways. The designs for metasurfaces with a particular function are generally elaborate and limited to the domain conceivable from human knowledge, though they are sometimes assisted by optimization algorithms.…”