Super-resolving the Ising model with convolutional neural networks

Stavros Efthymiou, Matthew J. S. Beach, Roger G. Melko

Machine learning is becoming widely used in condensed matter physics. Inspired by the concept of image super-resolution, we propose a method to increase the size of lattice spin co…