activity
20192022
most citedNeutrino interaction classification with a convolutional neural network in the DUNE far detector

45 citations · 104 across the 11 of their papers we have counts for

collaborators

11 papers

hep-ex2022

First measurement of quasi-elastic baryon production in muon anti-neutrino interactions in the MicroBooNE detector

MicroBooNE collaboration, P. Abratenko, D. Andrade Aldana +183

We present the first measurement of the cross section of Cabibbo-suppressed baryon production, using data collected with the MicroBooNE detector when exposed to the neutrinos f…

hep-ex2022

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…

physics.ins-det2022

Scintillation light detection in the 6-m drift-length ProtoDUNE Dual Phase liquid argon TPC

DUNE Collaboration, A. Abed Abud, B. Abi +1220

DUNE is a dual-site experiment for long-baseline neutrino oscillation studies, neutrino astrophysics and nucleon decay searches. ProtoDUNE Dual Phase (DP) is a 6x6x6m3 liquid argon…

hep-ex2022

Cosmic ray muon clustering for the MicroBooNE liquid argon time projection chamber using sMask-RCNN

MicroBooNE collaboration, P. Abratenko, R. An +188

In this article, we describe a modified implementation of Mask Region-based Convolutional Neural Networks (Mask-RCNN) for cosmic ray muon clustering in a liquid argon TPC and appli…

hep-ex2021★ 6 cited

Search for an anomalous excess of charged-current interactions without pions in the final state with the MicroBooNE experiment

MicroBooNE collaboration, P. Abratenko, R. An +188

This article presents a measurement of interactions without pions in the final state using the MicroBooNE experiment and an investigation into the excess of low-energy electr…

hep-ex2021★ 5 cited

Search for an Excess of Electron Neutrino Interactions in MicroBooNE Using Multiple Final State Topologies

MicroBooNE collaboration, P. Abratenko, R. An +192

We present a measurement of electron neutrino interactions from the Fermilab Booster Neutrino Beam using the MicroBooNE liquid argon time projection chamber to address the nature o…

physics.ins-det2020★ 1 cited

Neutrino Event Selection in the MicroBooNE Liquid Argon Time Projection Chamber using Wire-Cell 3-D Imaging, Clustering, and Charge-Light Matching

MicroBooNE collaboration, P. Abratenko, M. Alrashed +182

An accurate and efficient event reconstruction is required to realize the full scientific capability of liquid argon time projection chambers (LArTPCs). The current and future neut…

hep-ex2020★ 35 cited

A Convolutional Neural Network for Multiple Particle Identification in the MicroBooNE Liquid Argon Time Projection Chamber

MicroBooNE collaboration, P. Abratenko, M. Alrashed +184

We present the multiple particle identification (MPID) network, a convolutional neural network (CNN) for multiple object classification, developed by MicroBooNE. MPID provides the…

physics.ins-det2020★ 45 cited

Neutrino interaction classification with a convolutional neural network in the DUNE far detector

DUNE Collaboration, B. Abi, R. Acciarri +968

The Deep Underground Neutrino Experiment is a next-generation neutrino oscillation experiment that aims to measure -violation in the neutrino sector as part of a wider physics…

physics.ins-det2020★ 10 cited

Deep Underground Neutrino Experiment (DUNE), Far Detector Technical Design Report, Volume III: DUNE Far Detector Technical Coordination

B. Abi, R. Acciarri, Mario A. Acero +958

The preponderance of matter over antimatter in the early universe, the dynamics of the supernovae that produced the heavy elements necessary for life, and whether protons eventuall…

physics.ins-det2019★ 2 cited

Rejecting cosmic background for exclusive neutrino interaction studies with Liquid Argon TPCs; a case study with the MicroBooNE detector

MicroBooNE collaboration, C. Adams, M. Alrashed +172

Cosmic ray (CR) interactions can be a challenging source of background for neutrino oscillation and cross-section measurements in surface detectors. We present methods for CR rejec…