Machine learning vortices at the Kosterlitz-Thouless transition

Matthew J. S. Beach, Anna Golubeva, Roger G. Melko

Efficient and automated classification of phases from minimally processed data is one goal of machine learning in condensed matter and statistical physics. Supervised algorithms tr…