English

Emulating \emph{ab initio} computations of infinite nucleonic matter

Nuclear Theory 2024-06-18 v2

Abstract

We construct efficient emulators for the \emph{ab initio} computation of the infinite nuclear matter equation of state. These emulators are based on the subspace-projected coupled-cluster method for which we here develop a new algorithm called small-batch voting to eliminate spurious states that might appear when emulating quantum many-body methods based on a non-Hermitian Hamiltonian. The efficiency and accuracy of these emulators facilitate a rigorous statistical analysis within which we explore nuclear matter predictions for >106> 10^6 different parametrizations of a chiral interaction model with explicit Δ\Delta-isobars at next-to-next-to leading order. Constrained by nucleon-nucleon scattering phase shifts and bound-state observables of light nuclei up to \nuc{4}{He}, we use history matching to identify non-implausible domains for the low-energy coupling constants of the chiral interaction. Within these domains we perform a Bayesian analysis using sampling/importance resampling with different likelihood calibrations and study correlations between interaction parameters, calibration observables in light nuclei, and nuclear matter saturation properties.

Keywords

Cite

@article{arxiv.2212.13216,
  title  = {Emulating \emph{ab initio} computations of infinite nucleonic matter},
  author = {W. G. Jiang and C. Forssén and T. Djärv and G. Hagen},
  journal= {arXiv preprint arXiv:2212.13216},
  year   = {2024}
}

Comments

16 pages, 15 figures, updated Supplemental Material can be found in the PRC version

R2 v1 2026-06-28T07:53:10.053Z