Presentation Information
[WP-G-4]Fast Forward Design of Randomly Coupled Multi-core Fibers by Machine Learning
○Cong Xu, Zhilu Luo, Weiping Liu, Jiajing Tu (Jinan Univ.)
Keywords:
Deep learning for photonic device and applications
A neural network and algorithmic-assisted method is proposed to quickly design randomly coupled multicore fibers. Compared with traditional design methods, this method has good design accuracy and significantly saves time and computing resources.