Impact of ground-state properties and collective excitations on the Skyrme ansatz: a Bayesian study

TL;DR

This study uses Bayesian inference to evaluate the performance of the Skyrme Energy Density Functional in describing nuclear properties, focusing on spherical, double-magic nuclei and incorporating various experimental constraints.

Contribution

It provides a comprehensive Bayesian analysis of the Skyrme functional parameters, assessing their correlations and suggesting future improvement strategies.

Findings

Posterior distributions of Skyrme parameters obtained.

Correlations between parameters identified.

Constraints effectively inform parameter adjustments.

Abstract

State-of-the-art models based on nuclear Density Functional Theory are successful in the description of nuclei throughout the whole nuclear chart. Among them, some differences arise regarding their accuracy. For a given nuclear model, this depends on the procedure adopted to determine the parameters, and, at the same time, new experimental findings constantly challenge theory. In the present work, we present a Bayesian inference study aimed at assessing the performance of the Skyrme Energy Density Functional. For the sake of simplicity and clarity, we restrict to spherical, double-magic nuclei, giving equal emphasis to ground-state and dynamical properties. Our basic constraints are: i) masses and charge radii, which are known to be very sensitive to the saturation energy and density; ii) spin-orbit splittings, which are associated with the spin-orbit parameter(s); iii) the electric dipole polarizability and parity-violating asymmetry, which are associated with the density dependence of the symmetry energy; iv) the excitation energy of the Isoscalar Giant Monopole Resonance, to constrain the nuclear matter incompressibility; v) the energy-weighted sum rule of the Isovector Giant Dipole Resonance, to account for the isovector effective mass; and vi) the excitation energy of the Isoscalar Quadrupole Resonance, that is related to the isoscalar effective mass. In this way, we test the Skyrme ansatz in a statistically meaningful way, by determining the posterior distributions of the parameters as well as their correlation, and discussing a possible strategy for future developments.