[WG3] Programmable Photonics and Wireless Communications

3:15 PM - 3:30 PM JST(6:15 AM - 6:30 AM UTC)

[WG3-5] AI-assisted Inverse Design Methods of Few-Mode Multi-core Fiber

○Xiaoze Tang¹, Ziwen Liu², Weiping Liu¹, Jiajing Tu¹ (¹Jinan Univ., ²Information Engineering Univ.)

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.