47 citations · 345 across the 21 of their papers we have counts for
3 papers · 1 filter
Understanding the Impact of Semi-numeric Reionization Models when using CNNs
Yihao Zhou, Paul La Plante
Interpreting 21cm measurements from current and upcoming experiments like HERA and the SKA will provide new scientific insights and exciting implications for astrophysics and cosmo…
Automated Detection of Antenna Malfunctions in Large-N Interferometers: A Case Study with the Hydrogen Epoch of Reionization Array
Dara Storer, Joshua S. Dillon, Daniel C. Jacobs +75
We present a framework for identifying and flagging malfunctioning antennas in large radio interferometers. We outline two distinct categories of metrics designed to detect outlier…
Extracting the Optical Depth to Reionization from 21 cm Data Using Machine Learning Techniques
Tashalee S. Billings, Paul La Plante, James E. Aguirre
Upcoming measurements of the high-redshift 21 cm signal from the Epoch of Reionization (EoR) are a promising probe of the astrophysics of the first galaxies and of cosmological par…