Reconstruction of fast-rotating neutron star observables with the neural network

Wen Liu, Lingxiao Wang, Zhenyu Zhu

Rotation can significantly affect neutron-star (NS) properties, but accurate modeling of rapidly rotating NSs requires solving a two-dimensional, axially symmetric system, making t…