Generating optimal Gravitational-Wave template banks with metric-preserving autoencoders

Giovanni Cabass, Digvijay Wadekar, Matias Zaldarriaga +1

Matched filtering for signal detection in noisy data requires template banks that capture variation in signal waveforms while minimizing computational cost. Dimensionality reductio…