Dataset for "Advancements in Physics-Informed Neural Networks for Solving Maxwell's Equations: A Systematic Literature Review"

The dataset contains the data used in the systematic literature review entitled "Advancements in Physics-Informed Neural Networks for Solving Maxwell's Equations: A Systematic Literature Review". The data presented were obtained from the databases Scopus, IEEE Xplore, and Web of Science on November 21, 2025. It includes all records that were used as a basis for the analysis.