124 citations · 1.8k across the 77 of their papers we have counts for
6 papers · 1 filter
Differential cross section measurement of charged current interactions without final-state pions in MicroBooNE
MicroBooNE collaboration, P. Abratenko, J. Anthony +183
In this letter we present the first measurements of an exclusive electron neutrino cross section with the MicroBooNE experiment using data from the Booster Neutrino Beamline at Fer…
Search for long-lived heavy neutral leptons and Higgs portal scalars decaying in the MicroBooNE detector
MicroBooNE collaboration, P. Abratenko, J. Anthony +185
We present a search for long-lived Higgs portal scalars (HPS) and heavy neutral leptons (HNL) decaying in the MicroBooNE liquid-argon time projection chamber. The measurement is pe…
Measurement of neutral current single production on argon with the MicroBooNE detector
MicroBooNE collaboration, P. Abratenko, J. Anthony +192
We report the first measurement of production in neutral current (NC) interactions on argon with average neutrino energy of ~GeV. We use data from the MicroBooNE d…
Low-Energy Physics in Neutrino LArTPCs
D. Caratelli, W. Foreman, A. Friedland +285
In this white paper, we outline some of the scientific opportunities and challenges related to detection and reconstruction of low-energy (less than 100 MeV) signatures in liquid a…
Real-time Inference with 2D Convolutional Neural Networks on Field Programmable Gate Arrays for High-rate Particle Imaging Detectors
Yeon-jae Jwa, Giuseppe Di Guglielmo, Lukas Arnold +2
We present a custom implementation of a 2D Convolutional Neural Network (CNN) as a viable application for real-time data selection in high-resolution and high-rate particle imaging…
Accelerating Deep Neural Networks for Real-time Data Selection for High-resolution Imaging Particle Detectors
Yeon-Jae Jwa, Giuseppe Di Guglielmo, Luca P. Carloni +1
This paper presents the custom implementation, optimization, and performance evaluation of convolutional neural networks on field programmable gate arrays, for the purposes of acce…