crossrefMachine Learning: Science and Technology2026-05-28
Improving conditional generative adversarial networks for inverse design of plasmonic structures
Petter Persson, Nils Henriksson, Nicolò Maccaferri
Abstract Deep learning has emerged as a key tool for designing nanophotonic structures that manipulates light at sub-wavelength scales. Although a conventional approach of measuring the optical properties of a given nanostructure is conceptually straightforward, inverse design re…