Surrogate Scattering Matrix‐Guided Inverse Design of Nanophotonic Neural Networks
Optical computing offers a route to address the growing computational demands of machine learning, with inverse‐designed nanophotonic media providing a compact path to passive optical operators. Training such devices end to end remains expensive because each geometry update requires full‐wave forward and adjoint eval...