309 citations · 788 across the 30 of their papers we have counts for
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cond-mat.stat-mech2018
Machine Learning as a universal tool for quantitative investigations of phase transition
Cinzia Giannetti, Biagio Lucini, Davide Vadacchino
The problem of identifying the phase of a given system for a certain value of the temperature can be reformulated as a classification problem in Machine Learning. Taking as a proto…
hep-lat2018
Progress in the lattice simulations of Sp(2N) gauge theories
Jong-Wan Lee, Ed Bennett, Deog Ki Hong +4
We report on the status of our programme to simulate Sp() gauge theories on the lattice. Motivated by the potential realization of an SU()/Sp()SO()/SO() compo…
hep-lat2018
Gauge invariant determination of charged hadron masses
Martin Hansen, Biagio Lucini, Agostino Patella +1
In this paper we show, for the first time, that charged-hadron masses can be calculated on the lattice without relying on gauge fixing at any stage of the calculations. In our simu…