galactic-binaries

MCMC parameter estimation for Galactic binaries in LISA data, comparing real and reconstructed sources.

Machine learning model for estimating the number of overlapping Galactic Binaries present in a signal.

Synthetic Galactic Binary dataset generator using GBGPU for machine learning and signal processing tasks, including parameter estimation and source counting.

Deep learning model for separating up to 10 overlapping Galactic Binary signals in simulated LISA data.