173 citations · 2.2k across the 85 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
astro-ph.IM2021
A deep ensemble approach to X-ray polarimetry
A. L. Peirson, R. W. Romani
X-ray polarimetry will soon open a new window on the high energy universe with the launch of NASA's Imaging X-ray Polarimetry Explorer (IXPE). Polarimeters are currently limited by…
astro-ph.IM2021★ 18 cited
Towards Optimal Signal Extraction for Imaging X-ray Polarimetry
A. L. Peirson, R. W. Romani
We describe an optimal signal extraction process for imaging X-ray polarimetry using an ensemble of deep neural networks. The initial photo-electron angle, used to recover the pola…