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Generalized Approach to Matched Filtering using Neural Networks
Moreover, we show that the proposed neural network architecture can outperform matched filtering, both with or without knowledge of a prior on the parameter distribution.
How to search for multiple messengers -- a general framework beyond two messengers
Quantification of the significance of a candidate multi-messenger detection of cosmic events is an emerging need in the astrophysics and astronomy communities.
High Energy Astrophysical Phenomena Instrumentation and Methods for Astrophysics
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