Detection of gravitational waves using topological data analysis and convolutional neural network: An improved approach

Christopher Bresten, Jae-Hun Jung

The gravitational wave detection problem is challenging because the noise is typically overwhelming. Convolutional neural networks (CNNs) have been successfully applied, but requir…