MACHINE LEARNING IN THE PROBLEM OF NO CORE SHELL MODEL RESULT EXTRAPOLATIONS
A method for extrapolating the results of variational calculations to the case of the infinite basis using an ensemble of artificial neural networks is proposed. Extrapolations of the no-core shell model results obtained with nucleon-nucleon interaction Daejeon16 for the ground state energies, as well as for the rootmean-square point-proton, point-neutron and point-nucleon (matter) radii of the Li and He nuclei, are performed.
Authors
- A. I. Mazur (ORCID: https://orcid.org/0000-0001-9230-9256)
Publication Details
- Journal
- Ядерная физика / Physics of Atomic Nuclei
- Published
- 2025-01-01
- DOI
- https://doi.org/10.7868/s3034628225010187
- Primary Topic
- Advanced Data Processing Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00