Search Results for author: Andrea Bulgarelli

Found 3 papers, 0 papers with code

Scaling of Stochastic Normalizing Flows in $\mathrm{SU}(3)$ lattice gauge theory

no code implementations29 Nov 2024 Andrea Bulgarelli, Elia Cellini, Alessandro Nada

Non-equilibrium Markov Chain Monte Carlo (NE-MCMC) simulations provide a well-understood framework based on Jarzynski's equality to sample from a target probability distribution.

Flow-based Sampling for Entanglement Entropy and the Machine Learning of Defects

no code implementations18 Oct 2024 Andrea Bulgarelli, Elia Cellini, Karl Jansen, Stefan Kühn, Alessandro Nada, Shinichi Nakajima, Kim A. Nicoli, Marco Panero

We introduce a novel technique to numerically calculate R\'enyi entanglement entropies in lattice quantum field theory using generative models.

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