459 citations · 1.1k across the 17 of their papers we have counts for
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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…