51 citations · 118 across the 7 of their papers we have counts for
20 papers
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…
Search for a Higgs portal scalar decaying to electron-positron pairs in the MicroBooNE detector
MicroBooNE collaboration, P. Abratenko, R. An +181
We present a search for the decays of a neutral scalar boson produced by kaons decaying at rest, in the context of the Higgs portal model, using the MicroBooNE detector. We analyze…
Measurement of the Longitudinal Diffusion of Ionization Electrons in the MicroBooNE Detector
P. Abratenko, R. An, J. Anthony +179
Accurate knowledge of electron transport properties is vital to understanding the information provided by liquid argon time projection chambers (LArTPCs). Ionization electron drift…
Measurement of the Flux-Averaged Inclusive Charged-Current Electron Neutrino and Antineutrino Cross Section on Argon using the NuMI Beam and the MicroBooNE Detector
MicroBooNE collaboration, P. Abratenko, M. Alrashed +185
We present a measurement of the combined + flux-averaged charged-current inclusive cross section on argon using data from the MicroBooNE liquid argon time projectio…