Inverse Design of Photonic Crystal Surface Emitting Lasers is a Sequence Modeling Problem

Ceyao Zhang, Renjie Li, Cheng Zhang +2

Photonic Crystal Surface Emitting Lasers (PCSEL)'s inverse design demands expert knowledge in physics, materials science, and quantum mechanics which is prohibitively labor-intensi…