English

Toward emulating nuclear reactions using eigenvector continuation

Nuclear Theory 2021-11-23 v2 High Energy Physics - Lattice High Energy Physics - Phenomenology Nuclear Experiment

Abstract

We construct an efficient emulator for two-body scattering observables using the general (complex) Kohn variational principle and trial wave functions derived from eigenvector continuation. The emulator simultaneously evaluates an array of Kohn variational principles associated with different boundary conditions, which allows for the detection and removal of spurious singularities known as Kohn anomalies. When applied to the KK-matrix only, our emulator resembles the one constructed by Furnstahl et al. [Phys. Lett. B 809, 135719] although with reduced numerical noise. After a few applications to real potentials, we emulate differential cross sections for 40^{40}Ca(n,n)(n,n) scattering based on a realistic optical potential and quantify the model uncertainties using Bayesian methods. These calculations serve as a proof of principle for future studies aimed at improving optical models.

Keywords

Cite

@article{arxiv.2108.08269,
  title  = {Toward emulating nuclear reactions using eigenvector continuation},
  author = {C. Drischler and M. Quinonez and P. G. Giuliani and A. E. Lovell and F. M. Nunes},
  journal= {arXiv preprint arXiv:2108.08269},
  year   = {2021}
}

Comments

12 pages, 4 figures, 1 table; minor improvements, close to published version