8 papers
Data-driven model validation for neutrino-nucleus cross section measurements
MicroBooNE collaboration, P. Abratenko, O. Alterkait +184
Neutrino-nucleus cross section measurements are needed to improve interaction modeling to meet the precision needs of neutrino experiments in efforts to measure oscillation paramet…
Demonstration of new MeV-scale capabilities in large neutrino LArTPCs using ambient radiogenic and cosmogenic activity in MicroBooNE
MicroBooNE collaboration, P. Abratenko, O. Alterkait +184
Large neutrino liquid argon time projection chamber (LArTPC) experiments can broaden their physics reach by reconstructing and interpreting MeV-scale energy depositions, or blips,…
Demonstration of neutron identification in neutrino interactions in the MicroBooNE liquid argon time projection chamber
MicroBooNE collaboration, P. Abratenko, O. Alterkait +187
A significant challenge in measurements of neutrino oscillations is reconstructing the incoming neutrino energies. While modern fully-active tracking calorimeters such as liquid ar…
Improving neutrino energy estimation of charged-current interaction events with recurrent neural networks in MicroBooNE
MicroBooNE collaboration, P. Abratenko, O. Alterkait +186
We present a deep learning-based method for estimating the neutrino energy of charged-current neutrino-argon interactions. We employ a recurrent neural network (RNN) architecture f…
First double-differential cross section measurement of neutral-current production in neutrino-argon scattering in the MicroBooNE detector
MicroBooNE collaboration, P. Abratenko, O. Alterkait +188
We report the first double-differential cross section measurement of neutral-current neutral pion (NC) production in neutrino-argon scattering, as well as single-differential…
First simultaneous measurement of differential muon-neutrino charged-current cross sections on argon for final states with and without protons using MicroBooNE data
MicroBooNE collaboration, P. Abratenko, O. Alterkait +185
We report the first double-differential neutrino-argon cross section measurement made simultaneously for final states with and without protons for the inclusive muon neutrino charg…