Inverse Design of Photonic Crystal Surface Emitting Lasers: A Sequential Modeling Problem

The author argues that the inverse design of Photonic Crystal Surface Emitting Lasers can be approached as a sequential modeling problem, utilizing offline data efficiently to achieve superior performance compared to traditional RL approaches.