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

B Abi, R Acciarri, MA Acero, G Adamov, D Adams… - Physical Review D, 2020 - APS
… The four DUNE FD modules may not all have identical designs, but they will all produce
similar images of the neutrino interactions, so the … DUNE simulation and reconstruction …

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

MA Acero - Cornell University, 2020 - repositorio.uniatlantico.edu.co
DUNE Convolutional Visual Network (CVN) classifies neutrino interactions in the DUNE FD
… In general terms it is a convolutional neural network (CNN) [20]. The main feature of CNNs is …

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

…, MA Tórtola, JWF Valle, DUNE Collaboration - 2020 - digital.csic.es
… The four DUNE FD modules may not all have identical designs, but they will all produce
similar images of the neutrino interactions, so the … DUNE simulation and reconstruction …

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

R Acciarri, MA Acero O, G Adamov, D Adams… - 2020 - tamucc-ir.tdl.org
… The four DUNE FD modules may not all have identical designs, but they will all produce
similar images of the neutrino interactions, so the … DUNE simulation and reconstruction …

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

J Conrad - 2020 - dspace.mit.edu
… The four DUNE FD modules may not all have identical designs, but they will all produce
similar images of the neutrino interactions, so the … DUNE simulation and reconstruction …

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

B Zamorano García, Dune Collaboration - 2020 - digibug.ugr.es
… The four DUNE FD modules may not all have identical designs, but they will all produce
similar images of the neutrino interactions, so the … DUNE simulation and reconstruction …

A convolutional neural network neutrino event classifier

A Aurisano, A Radovic, D Rocco… - Journal of …, 2016 - iopscience.iop.org
deep learning, we outline a specific application to the NOvA neutrino detector. This algorithm,
CVN (… physics (HEP) is the correct categorization of the particle interactions recorded in our …

Reconstruction of neutrino events with scintillation light in the SAND detector

G Santoni - amslaurea.unibo.it
DUNE will consist of a Near and a Far Detector complex, ∼ … Argon detector that aims at
imaging neutrino interactions with … A convolutional neural network algorithm is implemented to …

Electromagnetic shower identification in the SAND Calorimeter of the DUNE Near Detector

I Cagnoli - amslaurea.unibo.it
… In this work, neutrino interactions have been generated using … The classification performances
are evaluated in terms of … , selected by the convolutional neural network algorithm, are …

Deep underground neutrino experiment (dune), far detector technical design report, volume ii dune physics

S Jones - 2020 - osti.gov
… fully simulated neutrino interaction events in DUNE far detector modules; the DUNE computing
… For some aspects – for example, beamline modeling and GeV-scale neutrino interaction