Open access
Sep 2026
Surrogate Scattering Matrix‐Guided Inverse Design of Nanophotonic Neural Networks
A surrogate‐guided inverse‐design framework that separates task learning from electromagnetic realization is introduced, establishing surrogate‐guided operator matching for compact, fabrication‐aware photonic neural networks.
Azka Maula Iskandar Muda, Uğur Teğin
· Nanophotonics · 1 citation