A single-hidden-layer neural network reproduces the magnetized neutron star envelope Tb-Ts relation with roughly 3% error and is fast enough for 3D thermal evolution codes.
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Neutron star envelopes with machine learning: a single-hidden-layer neural network application
A single-hidden-layer neural network reproduces the magnetized neutron star envelope Tb-Ts relation with roughly 3% error and is fast enough for 3D thermal evolution codes.