no code implementations • 25 Apr 2023 • Zezhou Zhang, Chuanchuan Yang, Yifeng Qin, Hao Feng, Jiqiang Feng, Hongbin Li
Inverse design methods based on optimization algorithms, such as evolutionary algorithms, and topological optimizations, have been introduced to design metamaterials.
no code implementations • 23 Apr 2023 • Jiayu Zheng, Tianhong Zhang, Yu Wenjing, Weiqin Zhou, Chuanchuan Yang, Fan Zhang
In recent years, the end-to-end (E2E) scheme based on deep learning (DL) has been proposed as a potential scheme to jointly optimize the encoder and the decoder parameters of the optical communication system.