Photonic Structures Optimization Using Highly Data-Efficient Deep Learning: Application To Nanofin And Annular Groove Phase Masks. - Nicolas Roy 003; Lorenzo König; Olivier Absil; Charlotte Beauthier; Alexandre Mayer; Michaël Lobet (CoRR, 2023)