Physics-Informed Machine Learning for Optical Fiber Communications: Opportunities and Challenges
Danshi Wang, Xiaotian Jiang, Yuchen Song, Xiao Luo, Jiawei Dong, Min Zhang · 2023
A comprehensive evaluation and discussion of physics-informed machine learning (PIML) which revolutionized multiple fields is conducted from the perspective of optical fiber communications. Despite the challenges, PIML provides a promising solution with a fresh perspective.