Nonparametric extensions of nuclear equations of state: probing the breakdown scale of relativistic mean-field theory
Nonparametric extensions of nuclear equations of state: probing the breakdown scale of relativistic mean-field theory
Phenomenological calculations of the properties of dense matter, such as relativistic mean-field theories, represent a pathway to predicting the microscopic and macroscopic properties of neutron stars. However, such theories do not generically have well-controlled uncertainties and may break down within neutron stars. To faithfully represent the uncertainty in this breakdown scale, we develop a hybrid representation of the dense-matter equation of state, which assumes the form of a relativistic mean-field theory at low densities, while remaining agnostic to any nuclear theory at high densities. To achieve this, we use a nonparametric equation of state model to incorporate the correlations of the underlying relativistic mean-field theory equation of state at low pressures and transition to more flexible correlations above some chosen pressure scale. We perform astrophysical inference under various choices of the transition pressure between the theory-informed and theory-agnostic models. We further study whether the chosen relativistic mean-field theory breaks down above some particular pressure and find no such evidence. Using simulated data for future astrophysical observations at about two-to-three times the precision of current constraints, we show that our method can identify the breakdown pressure associated with a potential strong phase transition.
nucl-th, astro-ph.HE, gr-qc
Legred, Isaac
9e16ae40-30c1-4c9a-bd56-6ba228b16f27
Brodie, Liam
b3df5d3f-a351-49c8-b764-2686c7d3dc91
Haber, Alexander
af4c2876-25b9-4639-be69-4b0ee41ecc29
Essick, Reed
1c8f1991-8230-4977-beb5-87e1a1821b49
Chatziioannou, Katerina
67a7cdc7-3b53-4470-a2c5-9042b36de562
12 May 2025
Legred, Isaac
9e16ae40-30c1-4c9a-bd56-6ba228b16f27
Brodie, Liam
b3df5d3f-a351-49c8-b764-2686c7d3dc91
Haber, Alexander
af4c2876-25b9-4639-be69-4b0ee41ecc29
Essick, Reed
1c8f1991-8230-4977-beb5-87e1a1821b49
Chatziioannou, Katerina
67a7cdc7-3b53-4470-a2c5-9042b36de562
[Unknown type: UNSPECIFIED]
Abstract
Phenomenological calculations of the properties of dense matter, such as relativistic mean-field theories, represent a pathway to predicting the microscopic and macroscopic properties of neutron stars. However, such theories do not generically have well-controlled uncertainties and may break down within neutron stars. To faithfully represent the uncertainty in this breakdown scale, we develop a hybrid representation of the dense-matter equation of state, which assumes the form of a relativistic mean-field theory at low densities, while remaining agnostic to any nuclear theory at high densities. To achieve this, we use a nonparametric equation of state model to incorporate the correlations of the underlying relativistic mean-field theory equation of state at low pressures and transition to more flexible correlations above some chosen pressure scale. We perform astrophysical inference under various choices of the transition pressure between the theory-informed and theory-agnostic models. We further study whether the chosen relativistic mean-field theory breaks down above some particular pressure and find no such evidence. Using simulated data for future astrophysical observations at about two-to-three times the precision of current constraints, we show that our method can identify the breakdown pressure associated with a potential strong phase transition.
Text
2505.07677v1
- Accepted Manuscript
More information
Accepted/In Press date: 12 May 2025
Published date: 12 May 2025
Additional Information:
21 pages, 14 figures
Keywords:
nucl-th, astro-ph.HE, gr-qc
Identifiers
Local EPrints ID: 502471
URI: http://eprints.soton.ac.uk/id/eprint/502471
ISSN: 2331-8422
PURE UUID: 7daaa013-bb9b-4f46-a6c7-5eaef0164f10
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Date deposited: 26 Jun 2025 17:11
Last modified: 20 Sep 2025 02:28
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Contributors
Author:
Isaac Legred
Author:
Liam Brodie
Author:
Alexander Haber
Author:
Reed Essick
Author:
Katerina Chatziioannou
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