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Uncertainty Quantification of Collective Nuclear Observables From the Chiral Potential Parametrization
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We perform an uncertainty estimate of quadrupole moments and B(E2) transition rates that inform nuclear collectivity. In particular, we study the low-lying states of 6Li and 12C using the ab initio symmetry-adapted no-core shell model. For a narrow standard deviation of approximately 1% on the low-energy constants which parametrize high-precision chiral potentials, we find output standard deviations in the collective observables ranging from approximately 3-6%. The results mark the first step towards a rigorous uncertainty quantification of collectivity in nuclei that aims to account for all sources of uncertainty in ab initio descriptions of challenging collective and clustering observables.
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Cited by 2 Pith papers
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Unexpected Rise in Nuclear Collectivity from Short-Range Physics
Short-range S-wave contact terms in the chiral nucleon-nucleon force substantially change computed quadrupole collectivity in 6Li and 12C by shifting surface oscillations within one dominant nuclear shape.
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Estimating theoretical uncertainties of the two-nucleon observables by using backpropagation
Backpropagation through deuteron and NN scattering calculations gives uncertainty estimates that mostly match direct sampling, but can fail for momenta near quadrature nodes.
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