The computation of many correlation functions in lattice QCD is severely hindered by a signal-to-noise problem. Recent developments in the factorization of both the fermion propagator and determinant pave the way for the implementation of multi-level Monte Carlo integration techniques for lattice QCD. In these proceedings we introduce new strategies for the estimation of the factorized contribution to the connected and disconnected diagrams for meson two-point functions. An estimator for the factorized connected diagram is constructed sequentially for a two-level integration scheme. For the disconnected diagram, we introduce an improved estimator by performing a frequency-splitting of traces, applicable with or without multi-level integration. Preliminary results in the quenched theory with a two-level integration scheme are presented.

Nada, A., Giusti, L., Harris, T., Schaefer, S. (2019). Multi-level integration for meson propagators. In The 36th Annual International Symposium on Lattice Field Theory (LATTICE2018) - Algorithms and Machines (pp.028) [10.22323/1.334.0028].

Multi-level integration for meson propagators

Giusti, Leonardo;Harris, Tim
;
2019

Abstract

The computation of many correlation functions in lattice QCD is severely hindered by a signal-to-noise problem. Recent developments in the factorization of both the fermion propagator and determinant pave the way for the implementation of multi-level Monte Carlo integration techniques for lattice QCD. In these proceedings we introduce new strategies for the estimation of the factorized contribution to the connected and disconnected diagrams for meson two-point functions. An estimator for the factorized connected diagram is constructed sequentially for a two-level integration scheme. For the disconnected diagram, we introduce an improved estimator by performing a frequency-splitting of traces, applicable with or without multi-level integration. Preliminary results in the quenched theory with a two-level integration scheme are presented.
slide + paper
particle physics, theoretical physics, lattice QCD, algorithms
English
36th International Symposium on Lattice Field Theory (Lattice 2018)
2018
The 36th Annual International Symposium on Lattice Field Theory (LATTICE2018) - Algorithms and Machines
2019
334
028
open
Nada, A., Giusti, L., Harris, T., Schaefer, S. (2019). Multi-level integration for meson propagators. In The 36th Annual International Symposium on Lattice Field Theory (LATTICE2018) - Algorithms and Machines (pp.028) [10.22323/1.334.0028].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/260914
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