Physics-Informed Machine Learning for Optical Fiber Communications: Opportunities and Challenges

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.