Generative models for sampling and phase transition indication in spin systems

Japneet Singh, Vipul Arora, Vinay Gupta +1

Recently, generative machine-learning models have gained popularity in physics, driven by the goal of improving the efficiency of Markov chain Monte Carlo techniques and of explori…