We use DBS algorithm to simulate and compute the structure of our devices on a SOI platform with 220 nm-thick top silicon layer. As shown in Fig. 1a, a simple way was widely adopted to arrange pixels.

Predicting physical response of an artificially structured material is of particular interest for scientific and engineering applications. Here we use deep learning to predict optical response of ...