Detecting and Denoising Gravitational Wave Signals from Binary Black Holes using Deep Learning

Chinthak Murali, David Lumley

We present a convolutional neural network, designed in the auto-encoder configuration that can detect and denoise astrophysical gravitational waves from merging black hole binaries…