41 citations · 48 across the 6 of their papers we have counts for
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astro-ph.IM2022★ 1 cited
Rapid Mass Parameter Estimation of Binary Black Hole Coalescences Using Deep Learning
Alistair McLeod, Daniel Jacobs, Chayan Chatterjee +2
Deep learning can be used to drastically decrease the processing time of parameter estimation for coalescing binaries of compact objects including black holes and neutron stars det…
astro-ph.IM2019★ 41 cited
Using Deep Learning to Localize Gravitational Wave Sources
Chayan Chatterjee, Linqing Wen, Kevin Vinsen +2
In this paper, we report on the construction of a deep Artificial Neural Network (ANN) to localize simulated gravitational wave signals in the sky with high accuracy. We have model…