Simulating disordered quantum systems via dense and sparse restricted Boltzmann machines

21 Mar 2020 Pilati S. Pieri P.

In recent years, generative artificial neural networks based on restricted Boltzmann machines (RBMs) have been successfully employed as accurate and flexible variational wave functions for clean quantum many-body systems. In this article we explore their use in simulations of disordered quantum spin models... (read more)

PDF Abstract
No code implementations yet. Submit your code now

Categories


  • COMPUTATIONAL PHYSICS
  • DISORDERED SYSTEMS AND NEURAL NETWORKS
  • OTHER CONDENSED MATTER