214 citations · 633 across the 13 of their papers we have counts for
15 papers
Rapid localization of gravitational wave sources from compact binary coalescences using deep learning
Chayan Chatterjee, Manoj Kovalam, Linqing Wen +3
The mergers of neutron star-neutron star and neutron star-black hole binaries are the most promising gravitational wave events with electromagnetic counterparts. The rapid detectio…
CHILES VII: Deep Imaging for the CHILES project, a SKA prototype
R. Dodson, E. Momjian, D. J. Pisano +16
Radio Astronomy is undergoing a renaissance, as the next-generation of instruments provides a massive leap forward in collecting area and therefore raw sensitivity. However, to ach…
Extraction of Binary Black Hole Gravitational Wave Signals from Detector Data Using Deep Learning
Chayan Chatterjee, Linqing Wen, Foivos Diakogiannis +1
Accurate extractions of the detected gravitational wave (GW) signal waveforms are essential to validate a detection and to probe the astrophysics behind the sources producing the G…
CHILES VI: HI and H Observations for z < 0.1 Galaxies; Probing HI Spin Alignment with Filaments in the Cosmic Web
J. Blue Bird, J. Davis, N. Luber +15
We present neutral hydrogen (HI) and ionized hydrogen (H) observations of ten galaxies out to a redshift of 0.1. The HI observations are from the first epoch (178 hours) of the…
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…
CHILES: HI morphology and galaxy environment at z=0.12 and z=0.17
Kelley M. Hess, Nicholas M. Luber, Ximena Fernández +27
We present a study of 16 HI-detected galaxies found in 178 hours of observations from Epoch 1 of the COSMOS HI Large Extragalactic Survey (CHILES). We focus on two redshift ranges…