Learning trivializing flows

Abstract The recent introduction of machine learning techniques, especially normalizing flows, for the sampling of lattice gauge theories has shed some hope on improving the sampling efficiency of the traditional hybrid Monte Carlo (HMC) algorithm. In this work we study a modified HMC algorithm that...

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Bibliographic Details
Main Authors: D. Albandea, L. Del Debbio, P. Hernández, R. Kenway, J. MarshRossney, A. Ramos
Format: Article
Language:English
Published: SpringerOpen 2023-07-01
Series:European Physical Journal C: Particles and Fields
Online Access:https://doi.org/10.1140/epjc/s10052-023-11838-8