via Deep Reinforcement Learning
Demo
Click the cell marked by the red arrow.
Silicon
Air
900
50
Select number of cells :
η : 98.74681%
Give us feedback!ACS Photonics publication
The increasing demand on a versatile high-performance metasurface requires a freeform design method that can handle a huge design space, which is many orders of magnitude larger than that of conventional fixed-shape optical structures. In this work, we formulate the designing process of one-dimensional freeform Si metasurface beam deflectors as a reinforcement learning problem to find their optimal structures consistently without requiring any prior metasurface data.
Optimized Structures
[Optimized structure]This is the optimized structure proposed in the paper. Si is represented by blue cell, and air by white cell.
Wave Length : 900nm, Angle : 50°