Amit Reza

Neural Network Guided Parameter Space Constraints for Gravitational Wave Searches from Binary Black Holes

The detection of gravitational waves (GWs) from compact binary coalescences (CBCs) using matched filtering is computationally demanding because detector data must be correlated with many template waveforms spanning a high-dimensional intrinsic parameter space. In our previous work, we showed that a convolutional neural...