Pad\'e and Pad\'e-Laplace Methods for masses and matrix elements

TL;DR

This paper explores the application of Padé and Padé-Laplace methods, commonly used in spectroscopy, to accurately extract decay rates and amplitudes from noisy multi-exponential signals in physics, introducing a new numerical quadrature approach.

Contribution

It demonstrates the adaptation of Padé and Padé-Laplace techniques for lattice field theory data analysis and introduces a novel numerical quadrature method for multi-exponential functions.

Findings

Robust Padé approximants prevent spurious poles.

The new quadrature method improves Laplace transform evaluation.

Application to lattice correlators enhances mass and matrix element extraction.

Abstract

The problem of having to reconstruct the decay rates and corresponding amplitudes of the single-exponential components of a noisy multi-exponential signal is common in many other areas of physics and engineering besides lattice field theory, and it can be helpful to study the methods devised and used for that purpose in those contexts in order to get a better handle on the problem of extracting masses and matrix elements from lattice correlators. Here we consider the use of Pad\'e and Pad\'e-Laplace methods, which have found wide use in laser fluorescence spectroscopy and beyond, emphasizing the importance of using robust Pad\'e approximants to avoid spurious poles. To facilitate the accurate evaluation of the Laplace transform required for the Pad\'e-Laplace method, we also present a novel approach to the numerical quadrature of multi-exponential functions.