2 papers
astro-ph.GA2025
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…
gr-qc2025
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…