Insights into neutron star equation of state by machine learning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Guo, Ling-Jun, Xiong, Jia-Ying, Ma, Yao, Ma, Yong-Liang
Format:	Preprint
Published:	2023
Subjects:	Nuclear Theory High Energy Astrophysical Phenomena
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Hadronic description of nuclear matter and neutron star properties
by: Ma, Yao, et al.
Published: (2026)

Neutron star structure and nuclear matter properties from a general Walecka-type model with Bayesian analysis
by: Ma, Yao, et al.
Published: (2026)

Uncertainty quantification in the machine-learning inference from neutron star probability distribution to the equation of state
by: Fujimoto, Yuki, et al.
Published: (2024)

Effects of dilute neutron matter on the neutron star crust equation of state
by: Grams, Guilherme, et al.
Published: (2024)

Effects of inner crusts on $g$-mode oscillations in neutron stars
by: Sun, Hao, et al.
Published: (2025)

Compact star and compact star matter properties from a baryonic extended linear sigma model with explicit chiral symmetry breaking
by: Ma, Yao, et al.
Published: (2025)

Thermal x-ray studies of neutron stars and the equation of state
by: Miao, Zhiqiang, et al.
Published: (2024)

White Dwarf Structure and Binary Inspiral Gravitational Waves from Quantum Hadrodynamics
by: Guo, Ling-Jun, et al.
Published: (2024)

Inverse-mapped density-dependent relativistic mean-field inference of the neutron-star equation of state with multi-messenger constraints
by: Xie, Wen-Jie, et al.
Published: (2026)

Unified QMF equation of state for neutron star matter: Static and dynamic properties
by: Tu, Zhonghao, et al.
Published: (2025)

Influence of effective nucleon mass on equation of state for supernova simulations and neutron stars
by: Li, Shuying, et al.
Published: (2024)

Composition of scalar mesons and their effects on nuclear matter properties in an extended linear sigma model
by: Ma, Yao, et al.
Published: (2025)

Probing spherical outbursts of neutron star mergers from an equation of state with composite nucleons
by: Soni, Vikram
Published: (2023)

Inference of neutron-star properties with unified crust-core equations of state for parameter estimation
by: Davis, P. J., et al.
Published: (2024)

A three-parameter characterization of neutron stars' mass-radius relation and equation of state
by: Ofengeim, Dmitry D., et al.
Published: (2024)

Detecting Hyperons in neutron stars -- a machine learning approach
by: Carvalho, Valéria, et al.
Published: (2024)

Elastic properties of nuclear pasta in neutron-star crusts
by: Xia, Cheng-Jun, et al.
Published: (2024)

General predictions of neutron star properties using unified relativistic mean-field equations of state
by: Scurto, Luigi, et al.
Published: (2024)

Investigations on the equation of state of neutron star matter with density-dependent relativistic mean-field model
by: Huang, Kaixuan, et al.
Published: (2024)

Determining the minimal mass of a proto-neutron star with chirally constrained nuclear equations of state
by: Kunkel, Selina, et al.
Published: (2024)

Bayesian inference of neutron-skin thickness and neutron-star observables based on effective nuclear interactions
by: Zhou, Jia, et al.
Published: (2024)

Probing the nonstrange quark star equation of state with compact stars and gravitational waves
by: Wang, Shu-Peng, et al.
Published: (2025)

Implication of neutron star observations to the origin of nucleon mass
by: Gao, Bikai, et al.
Published: (2025)

Constraining the nuclear equation of state from terrestrial experiments and neutron star observations using relativistic mean-field models
by: Miyatsu, Tsuyoshi, et al.
Published: (2025)

Nuclear pasta in hot neutron-star matter and proto-neutron stars
by: Zhou, Jian, et al.
Published: (2026)

Phase transition and nuclear symmetry energy from neutron star observations: Constraints in light of PSR J0614--3329
by: Tang, Shao-Peng, et al.
Published: (2025)

Equation of state for hyperonic neutron-star matter in SU(3) flavor symmetry
by: Miyatsu, Tsuyoshi, et al.
Published: (2025)

Unified equations of state for cold nonaccreting neutron stars with Brussels-Montreal functionals. V. Improved parametrization of the nucleon density distributions
by: Shchechilin, N. N., et al.
Published: (2024)

Spin effects in superfluidity, neutron matter and neutron stars
by: Sedrakian, Armen, et al.
Published: (2026)

Regulator-independent equations of state for neutron stars generated from first principles
by: Alarcón, J. M., et al.
Published: (2024)

Quarkyonic equation of state with a momentum dependent interaction and neutron star structure
by: Folias, K., et al.
Published: (2024)

Constrained Gaussian-process bridge prior for neutron-star equation-of-state inference
by: Gorda, Tyler, et al.
Published: (2025)

Vortex creep heating in neutron star cooling with direct Urca processes in heavy neutron stars
by: Nam, Yoonhak, et al.
Published: (2025)

The first-order phase transition in the neutron star from the deep neural network
by: Zhou, Wenjie, et al.
Published: (2024)

Density-dependent quark mean-field model for nuclear matter and neutron stars
by: Huang, Kaixuan, et al.
Published: (2024)

Conditional variational autoencoder inference of neutron star equation of state from astrophysical observations
by: Ferreira, Márcio, et al.
Published: (2024)

Impact of the nuclear equation of state on the formation of twin stars
by: Zhang, Nai-Bo, et al.
Published: (2024)

Average speed of sound in neutron stars
by: Marczenko, Michał
Published: (2024)

Recurring region for neutron-star observables
by: Clevinger, Alexander, et al.
Published: (2025)

Moat hyperons in cold neutron stars
by: Kochankovski, Hristijan, et al.
Published: (2025)