crossrefAdvanced Photonics Research2026-05-01
Advancing Photonic Inverse Design with Interpretable Machine Learning
Lirandë Pira, Airin Antony, Nayanthara Prathap, Jamika Ann Roque, Daniel Peace, Jacquiline Romero
Photonic chip design has in recent years seen significant advancements with the adoption of inverse design methodologies largelyenabled by the increasing computational efficiency of electromagnetic solvers. However, the often black‐box nature of this optimization method presents…