Variational autoencoders understand knot topology

Anna Braghetto, Sumanta Kundu, Marco Baiesi +1

Supervised machine learning (ML) methods are emerging as valid alternatives to standard mathematical methods for identifying knots in long, collapsed polymers. Here, we introduce a…