LSTM

DeepClean: non-linear noise regression in gravitational-wave detectors with machine learning

In the next few years, an international network of gravitational-wave detectors will create a data boom in gravitational-wave data and provide scientists with many opportunities for physics discoveries. On average, every day we will expect to see one …

Deep Cleaning for Gravitational-wave Data

Since the sensitivity upgrade in 2015, the Laser Interferometer Gravitational-wave Observatory (LIGO) has detected a number of black-hole and neutron star mergers. However, since strong sources of gravitational waves (GWs) produce a typical …