Use of conditional variational auto encoder to analyze ringdown gravitational waves

Understand

Recently, several deep learning methods are proposed for the gravitational wave data analysis.

• One is conditional variational auto encoder (CVAE), proposed by Gabbard et al.
• [1].
• We study the accuracy of a CVAE in the context of the estimation of the QNM frequency of the ringdown.