Uncertainty Quantification of Collective Nuclear Observables From the Chiral Potential Parametrization
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arXiv
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| Autores principales: | , , , , , , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866914735834791936 |
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| author | Becker, Kevin S. Launey, Kristina D. Ekström, Andreas Dytrych, Tomáš Langr, Daniel Sargsyan, Grigor H. Draayer, Jerry P. |
| author_facet | Becker, Kevin S. Launey, Kristina D. Ekström, Andreas Dytrych, Tomáš Langr, Daniel Sargsyan, Grigor H. Draayer, Jerry P. |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2404_00063 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Uncertainty Quantification of Collective Nuclear Observables From the Chiral Potential Parametrization Becker, Kevin S. Launey, Kristina D. Ekström, Andreas Dytrych, Tomáš Langr, Daniel Sargsyan, Grigor H. Draayer, Jerry P. Nuclear Theory 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. |
| title | Uncertainty Quantification of Collective Nuclear Observables From the Chiral Potential Parametrization |
| topic | Nuclear Theory |
| url | https://arxiv.org/abs/2404.00063 |