Inverse design photonic couplers with machine learning tools

We present an inverse design framework that explicitly incorporates the fabrication constraints. We introduce a titanium dioxide (TiO2) based height varying metasurface, as a visible-light color router for CMOS image sensor. Besides superior color splitting and light concentrating capabilities, this height-varying metasurface also performs like an anti-reflection coating.