22 citations · 37 across the 5 of their papers we have counts for
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gr-qc2025★ 4 cited
Identifying and Mitigating Machine Learning Biases for the Gravitational Wave Detection Problem
Narenraju Nagarajan, Christopher Messenger
Matched filtering is a long-standing technique for the optimal detection of known signals in stationary Gaussian noise. However, it has known departures from optimality when operat…
gr-qc2024★ 22 cited
Applications of machine learning in gravitational wave research with current interferometric detectors
Elena Cuoco, Marco Cavaglià, Ik Siong Heng +2
This article provides an overview of the current state of machine learning in gravitational-wave research with interferometric detectors. Such applications are often still in their…
gr-qc2024★ 11 cited
Decoding Long-duration Gravitational Waves from Binary Neutron Stars with Machine Learning: Parameter Estimation and Equations of State
Qian Hu, Jessica Irwin, Qi Sun +4
Gravitational waves (GWs) from binary neutron stars (BNSs) offer valuable understanding of the nature of compact objects and hadronic matter, and the science potential will be grea…