How effective is machine learning to detect long transient gravitational waves from neutron stars in a real search?

Andrew L. Miller, Pia Astone, Sabrina D'Antonio +12

We present a comprehensive study of the effectiveness of Convolution Neural Networks (CNNs) to detect long duration transient gravitational-wave signals lasting $O(hours-days)$ fro…