171 citations
- Istituto Nazionale di Fisica Nucleare, Sezione di TorinoIT74 papers
- University of TurinIT34 papers
- Università degli Studi del Piemonte Orientale “Amedeo Avogadro”IT24 papers
- University of BernCH12 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di MilanoIT9 papers
- University of InsubriaIT9 papers
- Kyoto UniversityJP6 papers
- Centre National de la Recherche ScientifiqueFR5 papers
- Stony Brook UniversityUS5 papers
- FZU ‒ Institute of Physics of the Academy of Sciences of the Czech RepublicCZ4 papers
- Gruppo Nazionale per la Fisica Matematica4 papers
- Istituto Nazionale di Alta Matematica Francesco SeveriIT4 papers
6 papers · 1 filter
Topological defects and confinement with machine learning: the case of monopoles in compact electrodynamics
M. N. Chernodub, Harold Erbin, V. A. Goy +1
We investigate the advantages of machine learning techniques to recognize the dynamics of topological objects in quantum field theories. We consider the compact U(1) gauge theory i…
Casimir effect with machine learning
M. N. Chernodub, Harold Erbin, I. V. Grishmanovskii +2
Vacuum fluctuations of quantum fields between physical objects depend on the shapes, positions, and internal composition of the latter. For objects of arbitrary shapes, even made f…
Conformal perturbation theory confronts lattice results in the vicinity of a critical point
Michele Caselle, Nicodemo Magnoli, Alessandro Nada +2
We study the accuracy and predictive power of conformal perturbation theory by a comparison with lattice results in the neighborhood of the finite-temperature deconfinement transit…
QCD thermodynamics from lattice calculations with non-equilibrium methods: The SU(3) equation of state
Michele Caselle, Alessandro Nada, Marco Panero
A precise lattice determination of the equation of state in SU(3) Yang-Mills theory is carried out by means of a simulation algorithm, based on Jarzynski's theorem, that allows one…
The ratio as a test for Effective Polyakov Loop Actions
Michele Caselle, Alessandro Nada
Effective Polyakov line actions are a powerful tool to study the finite temperature behaviour of lattice gauge theories. They are much simpler to simulate than the original (3+1) d…
The equation of state with non-equilibrium methods
Alessandro Nada, Michele Caselle, Marco Panero
Jarzynski's equality provides an elegant and powerful tool to directly compute differences in free energy in Monte Carlo simulations and it can be readily extended to lattice gauge…