A universal reduced basis for the calibration of covariant energy density functionals
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arXiv
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| Autores principales: | , |
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| Formato: | Preprint |
| Publicado: |
2024
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| _version_ | 1866913376339230720 |
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| author | Anderson, Amy L. Piekarewicz, J. |
| author_facet | Anderson, Amy L. Piekarewicz, J. |
| contents | The reduced basis method is used to construct a "universal" basis of Dirac orbitals that may be applicable throughout the nuclear chart to calibrate covariant energy density functionals. Relative to our earlier work using the non-relativistic Schrödinger equation, the Dirac equation adds an extra layer of complexity due to the existence of negative energy states. However, once this problem is mitigated, the resulting reduced basis is able to accurately and efficiently reproduce the high-fidelity model at a fraction of the computational cost. We are confident that the resulting reduced basis will serve as a foundational element in developing rapid and accurate emulators. In turn, these emulators will play a critical role in the Bayesian optimization of covariant energy density functionals. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2406_01747 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | A universal reduced basis for the calibration of covariant energy density functionals Anderson, Amy L. Piekarewicz, J. Nuclear Theory Nuclear Experiment The reduced basis method is used to construct a "universal" basis of Dirac orbitals that may be applicable throughout the nuclear chart to calibrate covariant energy density functionals. Relative to our earlier work using the non-relativistic Schrödinger equation, the Dirac equation adds an extra layer of complexity due to the existence of negative energy states. However, once this problem is mitigated, the resulting reduced basis is able to accurately and efficiently reproduce the high-fidelity model at a fraction of the computational cost. We are confident that the resulting reduced basis will serve as a foundational element in developing rapid and accurate emulators. In turn, these emulators will play a critical role in the Bayesian optimization of covariant energy density functionals. |
| title | A universal reduced basis for the calibration of covariant energy density functionals |
| topic | Nuclear Theory Nuclear Experiment |
| url | https://arxiv.org/abs/2406.01747 |