Spectral densities from Euclidean-time lattice correlation functions
Matteo Saccardi, Mattia Bruno, Leonardo Giusti

TL;DR
This paper reviews a new strategy for extracting spectral densities from Euclidean-time lattice correlation functions in quantum field theories, addressing the ill-posed inverse Laplace transform problem in Lattice QCD.
Contribution
It introduces a novel method for non-perturbative spectral density extraction applicable to both continuum and lattice cases, including smeared densities.
Findings
Effective inversion strategy for spectral densities
Applicable to continuum and lattice QCD
Handles smeared spectral densities
Abstract
In quantum field theories, spectral densities are directly related to relevant physical observables. In Lattice QCD, their non-perturbative extraction from first principles requires the Inverse Laplace transform of Euclidean-time correlation functions, a notorious ill-posed problem. Here we review our recent proposal [1,2] for a new strategy to perform this inversion both in the continuum and on the lattice, also suitable for smeared spectral densities, both in the continuum and in the discrete cases.
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Taxonomy
TopicsBayesian Methods and Mixture Models
