Presentation Information
[WG3-5]AI-assisted Inverse Design Methods of Few-Mode Multi-core Fiber
○Xiaoze Tang1, Ziwen Liu2, Weiping Liu1, Jiajing Tu1 (1.Jinan University, 2.Information Engineering University)
Keywords:
Deep learning for photonic device and applications
We propose two machine learning-based inverse design methods for few-mode multi-core fiber, utilizing neural networks and particle swarm optimization algorithms to achieve high design accuracy and efficiency.