Emulator-Assisted Nuclear DFT Inference and Its Consequences for the Structure of Neutron Stars
nucl-th, astro-ph.HE
Submitted: 2026-04-13
Updated: 2026-09-17
Comments: 13 pages, 9 figures
Journal ref: Phys. Rev. C 114, 034320 - Published 16 September, 2026
DOI: 10.1103/p6xt-x2zp
License: http://creativecommons.org/licenses/by/4.0/
The gist: Nuclear density functional theory provides a unified description of finite nuclei and bulk nuclear matter, and is widely used to model the neutron star equation of state.
Terminology
Abstract
Nuclear density functional theory provides a unified description of finite nuclei and bulk nuclear matter, and is widely used to model the neutron star equation of state. However, extrapolations to supra-saturation densities require a quantified treatment of uncertainties arising from parameter estimation and functional choices. We present an updated Bayesian inference of a Skyrme energy density functional augmented by a flexible meta-model density dependence at high density. Nuclear observables are computed using a Gaussian emulator of the publicly available Milano HFBCS-QRPA code, enabling efficient exploration of a high-dimensional parameter space. Relative to previous analyses, we extend the calibration set with isospin-sensitive data, including masses and charge radii along selected Ca and Sn isotopic chains, and updated constraints from giant monopole resonances. The resulting posteriors are further constrained by ab initio neutron-matter calculations and astrophysical observations, including recent NICER measurements, yielding consistent crust and core properties of catalyzed NS compatible with current constraints. Bulk nuclear-matter parameters are well approximated by a multivariate Gaussian with covariance matrix provided for direct reuse, while several finite-nucleus parameters exhibit pronounced non-Gaussianity.
Sources
- The equation of state for dense nucleonic matter from a metamodeling. I. Foundational aspects
- Density slope of the nuclear symmetry energy from the neutron skin thickness of heavy nuclei
- User guide for the hfbcs-qrpa(v1) code
- Evidence for strong isovector nuclear spin-orbit interaction
- A relativistic mechanism for the enhanced isovector spin-orbit interaction suggested by parity-violating electron scattering experiments
- CREX and PREX-II reconciled within energy-density functional theory
- Frozen and $\beta$-equilibrated $f$ and $p$ modes of cold neutron stars: nuclear metamodel predictions
- A Lower Mass Estimate for PSR J0348+0432 Based on CHIME/Pulsar Precision Timing
- A Massive Pulsar in a Compact Relativistic Binary
- Shear oscillations in neutron stars and the nuclear symmetry energy
- Neutron star inner crust: reduction of shear modulus by nuclei finite size effect
- The Radius of PSR J0740+6620 from NICER and XMM-Newton Data
- A NICER View of the Nearest and Brightest Millisecond Pulsar: PSR J0437$\unicode{x2013}$4715
- An updated mass-radius analysis of the 2017-2018 NICER data set of PSR J0030+0451
- A NICER view of the 1.4 solar-mass edge-on pulsar PSR J0614-3329
- Bayesian inference of finite-nuclei observables based on the KIDS model
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