175 citations · 175 across the 1 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
quant-ph2018
QuCumber: wavefunction reconstruction with neural networks
Matthew J. S. Beach, Isaac De Vlugt, Anna Golubeva +6
As we enter a new era of quantum technology, it is increasingly important to develop methods to aid in the accurate preparation of quantum states for a variety of materials, matter…
cond-mat.stat-mech2018
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…