Learning Design Skills as Memory Policies for Agentic Photonic Inverse Design

Shengchao Chen, Ting Shu, Sufen Ren

Photonic crystal fiber (PCF) inverse design remains challenging because candidate geometries must satisfy coupled optical targets under expensive electromagnetic simulation. Existi…