A Deep Learning Method For Empirical Spectral Prediction And Inverse Design Of All-optical Nonlinear Plasmonic Ring Resonator Switches

Nanophotonics has revolutionized optics by enabling precise control over the interaction between light and matter through the utilization of subwavelength structures. Plasmonic switches, which utilize the optical nonlinear Kerr effect, offer fast switching speeds, low operating powers, and high transmission efficiency. The use of optical cavities and ring resonators are common techniques for implementing these switches in nanophotonic systems.