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Data sources: ZENODO
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A flexible Bayesian framework for atomic masses by locally inferring configuration mixing

Authors: Storbacka, Melvin; Qi, Chong;

A flexible Bayesian framework for atomic masses by locally inferring configuration mixing

Abstract

These data files as mass tables generated from the mass model SPICE. Theoretical modelling of atomic masses with uncertainty quantification is crucial for understand-ing heavy-element production. The relevant uncertainties include both statistical and model errors,and may be underestimated when only parameter uncertainties within a single model are propagated,particularly in extrapolative regions far from experimentally known nuclei. Here, we introduce aprobabilistic nuclear mass model that employs local Bayesian averaging to emulate effective mix-ing between different low-lying nuclear configurations within a shell-model–inspired framework. Byconsidering configurations from excitations across harmonic-oscillator and spin-orbit major shells,we construct a probabilistic description of atomic mass with small root-mean-square deviations,down to around 500 keV with only 10–13 model parameters. The results demonstrate that incor-porating multiple configurations locally improves accuracy and provides insights into evolving shellstructures near neutron- or proton-rich regions. This work could potentially be extended to includeconfiguration mixing effects from non-orthogonal states.

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