Machine Learning Line Bundle Connections

Anthony Ashmore, Rehan Deen, Yang-Hui He +1

We study the use of machine learning for finding numerical hermitian Yang-Mills connections on line bundles over Calabi-Yau manifolds. Defining an appropriate loss function and foc…