65 citations · 65 across the 4 of their papers we have counts for
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astro-ph.IM2025
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…
astro-ph.IM2020
Machine Learning for Nanohertz Gravitational Wave Detection and Parameter Estimation with Pulsar Timing Array
MengNi Chen, Yuanhong Zhong, Yi Feng +2
Studies have shown that the use of pulsar timing arrays (PTAs) is among the approaches with the highest potential to detect very low-frequency gravitational waves in the near futur…
astro-ph.IM2018★ 65 cited
Applying deep neural networks to the detection and space parameter estimation of compact binary coalescence with a network of gravitational wave detectors
Xilong Fan, Jin Li, Xin Li +2
In this paper, we study an application of deep learning to the advanced LIGO and advanced Virgo coincident detection of gravitational waves (GWs) from compact binary star mergers.…