Machine-Learning Dessins d'Enfants: Explorations via Modular and Seiberg-Witten Curves

Yang-Hui He, Edward Hirst, Toby Peterken

We apply machine-learning to the study of dessins d'enfants. Specifically, we investigate a class of dessins which reside at the intersection of the investigations of modular subgr…