Semi-supervised learning of order parameter in 2D Ising and XY models using Conditional Variational Autoencoders

Adwait Naravane, Nilmani Mathur

We investigate the application of deep learning techniques employing the conditional variational autoencoders for semi-supervised learning of latent parameters to describe phase tr…