Generative Deep Learning Model for a Multi-level Nano-Optic Broadband Power Splitter

Yingheng Tang, Keisuke Kojima, Toshiaki Koike-Akino +6

We propose a novel Conditional Variational Autoencoder (CVAE) model, enhanced with adversarial censoring and active learning, for the generation of 550 nm broad bandwidth (1250 nm…