crossrefAdvanced Physics Research2026-05-04
Advancing Machine Learning Optimization of Chiral Photonic Metasurface: Comparative Study of Neural Network and Genetic Algorithm Approaches
Davide Filippozzi, Alexandre Mayer, Nicolas Roy, Wei Fang, Arash Rahimi‐Iman
ABSTRACT Chiral photonic metasurfaces provide unique capabilities for tailoring light–matter interactions, which are essential for next‐generation photonic devices. Here, we report an advanced optimization framework that combines deep learning and evolutionary algorithms to signi…