4 papers
Effects of Solar Wind Plasma Noise on Stochastic Gravitational Wave Background Searches with the LISA-Taiji Network
Mengfei Sun, Borui Wang, Jie Wu +2
The LISA-Taiji dual detector network improves millihertz SGWB sensitivity through cross correlation measurements. Solar wind plasma, however, can generate plasma noise correlated b…
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…