Machine Learning Approaches to the Shafarevich-Tate Group of Elliptic Curves

Angelica Babei, Barinder S. Banwait, AJ Fong +2

We train machine learning models to predict the order of the Shafarevich-Tate group of an elliptic curve over $\mathbb{Q}$. Building on earlier work of He, Lee, and Oliver, we show…