Applying latest development in vision transformers (ViT, CvT...) to the design of nanophotonic structures.
Demo experiments include photonic crystals (L3 nanocavity, nanobeam...).
Results using CvT here have proven to be superior to those reported previously for CNNs. For a quick look of the CNN results, visit: https://github.com/Arcadianlee/Deep-Learning-Design-Photonic-Crystals