4 papers
Identifiability of mode Resonances in Eccentric Binary Neutron Stars with Multidetector Observations
Mengfei Sun, Jie Wu, Qianning Hu +6
mode resonances in eccentric binary neutron star systems are potential probes of internal stratification, superfluidity, composition gradients, and the equation of state. Altho…
Detection of Multiband Lensed Gravitational Waves from Dark Matter Halos with Deep Learning
Mengfei Sun, Jie Wu, Qianning Hu +6
Lensed gravitational waves acquire amplitude and phase modulations when propagating through the gravitational potential of dark matter halos, producing interference structures in t…
Conditional Autoencoder for Generating Binary Neutron Star Waveforms with Tidal and Precession Effects
Mengfei Sun, Jie Wu, Jin Li +5
Gravitational waves from binary neutron star mergers provide critical insights into dense matter physics and strong-field gravity, yet accurate waveform modeling remains computatio…
Identification of Stochastic Gravitational Wave Backgrounds from Cosmic String Using Machine Learning
Xianghe Ma, Borui Wang, Nan Yang +6
Cosmic strings play a crucial role in enhancing our understanding of the fundamental structure and evolution of the universe, unifying our knowledge of cosmology, and potentially u…