most citedDeducing Neutron Star Equation of State Parameters Directly From Telescope Spectra with Uncertainty-Aware Machine Learning

26 citations · 26 across the 2 of their papers we have counts for

collaborators

2 papers

astro-ph.HE2023

Deducing Neutron Star Equation of State from Telescope Spectra with Machine-learning-derived Likelihoods

Delaney Farrell, Pierre Baldi, Jordan Ott +6

The interiors of neutron stars reach densities and temperatures beyond the limits of terrestrial experiments, providing vital laboratories for probing nuclear physics. While the st…

astro-ph.HE2022★ 26 cited

Deducing Neutron Star Equation of State Parameters Directly From Telescope Spectra with Uncertainty-Aware Machine Learning

Delaney Farrell, Pierre Baldi, Jordan Ott +6

Neutron stars provide a unique laboratory for studying matter at extreme pressures and densities. While there is no direct way to explore their interior structure, X-rays emitted f…