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CERN Document Server 30 records found  1 - 10próximoend  jump to record: Search took 0.65 seconds. 
1.
Assessment of few-hits machine learning classification algorithms for low-energy physics in liquid argon detectors / Moretti, Roberto (INFN, Milan Bicocca ; Milan Bicocca U.) ; Rossi, Marco (CERN ; Milan U. ; INFN, Milan) ; Biassoni, Matteo (INFN, Milan Bicocca) ; Giachero, Andrea (INFN, Milan Bicocca ; Milan Bicocca U.) ; Grossi, Michele (CERN) ; Guffanti, Daniele (INFN, Milan Bicocca ; Milan Bicocca U.) ; Labranca, Danilo (INFN, Milan Bicocca ; Milan Bicocca U.) ; Terranova, Francesco (INFN, Milan Bicocca ; Milan Bicocca U.) ; Vallecorsa, Sofia (CERN)
The physics potential of massive liquid argon TPCs in the low-energy regime is still to be fully reaped because few-hits events encode information that can hardly be exploited by conventional classification algorithms. Machine learning (ML) techniques give their best in these types of classification problems. [...]
arXiv:2305.09744.- 2024-08-13 - 12 p. - Published in : Eur. Phys. J. Plus 139 (2024) 723 Fulltext: 2305.09744 - PDF; document - PDF;
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2.
Identification and reconstruction of low-energy electrons in the ProtoDUNE-SP detector / DUNE Collaboration
Measurements of electrons from $\nu_e$ interactions are crucial for the Deep Underground Neutrino Experiment (DUNE) neutrino oscillation program, as well as searches for physics beyond the standard model, supernova neutrino detection, and solar neutrino measurements. This article describes the selection and reconstruction of low-energy (Michel) electrons in the ProtoDUNE-SP detector. [...]
arXiv:2211.01166; FERMILAB-PUB-22-784; CERN-EP-DRAFT-MISC-2022-008.- 2023-05-01 - 19 p. - Published in : Phys. Rev. D 107 (2023) 092012 Fulltext: 2211.01166 - PDF; FERMILAB-PUB-22-784 - PDF; FERMILAB-PUB-22-784 - PDF; Fulltext from Publisher: PDF; External link: Fermilab Library Server
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3.
Highly-parallelized simulation of a pixelated LArTPC on a GPU / DUNE Collaboration
The rapid development of general-purpose computing on graphics processing units (GPGPU) is allowing the implementation of highly-parallelized Monte Carlo simulation chains for particle physics experiments. This technique is particularly suitable for the simulation of a pixelated charge readout for time projection chambers, given the large number of channels that this technology employs. [...]
arXiv:2212.09807; FERMILAB-PUB-22-926-LBNF.- 2023-04-26 - 26 p. - Published in : JINST 18 (2023) P04034 Fulltext: 81def4c089fd89d474ade1e24d67c3df - PDF; FERMILAB-PUB-22-926-LBNF - PDF; 2212.09807 - PDF; Fulltext from Publisher: PDF; External link: Fermilab Library Server
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4.
DUNE Offline Computing Conceptual Design Report / DUNE Collaboration
This document describes the conceptual design for the Offline Software and Computing for the Deep Underground Neutrino Experiment (DUNE). [...]
arXiv:2210.15665 ; FERMILAB-DESIGN-2022-01. - 229.
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5.
Neutrinoless Double Beta Decay / Adams, C. (Argonne) ; Alfonso, K. (Virginia Tech.) ; Andreoiu, C. (Simon Fraser U., Burnaby (main)) ; Angelico, E. (SLAC) ; Arnquist, I.J. (PNL, Richland) ; Asaadi, J.A.A. (Texas U., Arlington) ; Avignone, F.T. (South Carolina U.) ; Axani, S.N. (Delaware U.) ; Barabash, A.S. (Moscow, ITEP) ; Barbeau, P.S. (Duke U. ; TUNL, Durham) et al.
This White Paper, prepared for the Fundamental Symmetries, Neutrons, and Neutrinos Town Meeting related to the 2023 Nuclear Physics Long Range Plan, makes the case for double beta decay as a critical component of the future nuclear physics program. [...]
arXiv:2212.11099 ; FERMILAB-CONF-22-962-ND. - 20.
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6.
A Gaseous Argon-Based Near Detector to Enhance the Physics Capabilities of DUNE / DUNE Collaboration
This document presents the concept and physics case for a magnetized gaseous argon-based detector system (ND-GAr) for the Deep Underground Neutrino Experiment (DUNE) Near Detector. [...]
arXiv:2203.06281 ; FERMILAB-FN-1169-ND. - 31.
Fermilab Library Server - eConf - Fulltext - Fulltext
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7.
Snowmass Neutrino Frontier: DUNE Physics Summary / DUNE Collaboration
The Deep Underground Neutrino Experiment (DUNE) is a next-generation long-baseline neutrino oscillation experiment with a primary physics goal of observing neutrino and antineutrino oscillation patterns to precisely measure the parameters governing long-baseline neutrino oscillation in a single experiment, and to test the three-flavor paradigm. [...]
arXiv:2203.06100 ; FERMILAB-FN-1168-LBNF. - 44.
Fermilab Library Server - eConf - Fulltext - Fulltext
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8.
Reconstruction of interactions in the ProtoDUNE-SP detector with Pandora / DUNE Collaboration
The Pandora Software Development Kit and algorithm libraries provide pattern-recognition logic essential to the reconstruction of particle interactions in liquid argon time projection chamber detectors. Pandora is the primary event reconstruction software used at ProtoDUNE-SP, a prototype for the Deep Underground Neutrino Experiment far detector. [...]
arXiv:2206.14521; FERMILAB-PUB-22-488-AD-ESH-LBNF-ND-SCD; CERN-EP-DRAFT-MISC-2022-007.- 2023-07-14 - 39 p. - Published in : Eur. Phys. J. C 83 (2023) 618 Fulltext: jt - PDF; 2206.14521 - PDF; Fulltext from Publisher: PDF; External link: Fermilab Library Server
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9.
Low exposure long-baseline neutrino oscillation sensitivity of the DUNE experiment / DUNE Collaboration
The Deep Underground Neutrino Experiment (DUNE) will produce world-leading neutrino oscillation measurements over the lifetime of the experiment. In this work, we explore DUNE's sensitivity to observe charge-parity violation (CPV) in the neutrino sector, and to resolve the mass ordering, for exposures of up to 100 kiloton-megawatt-years (kt-MW-yr). [...]
arXiv:2109.01304; FERMILAB-PUB-21-391-ND.- 2022-04-01 - 32 p. - Published in : Phys. Rev. D 105 (2022) 072006 Fulltext: 2109.01304 - PDF; fermilab-pub-21-391-nd - PDF; Fulltext from Publisher: PDF; External link: Fermilab Library Server
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10.
Scintillation light detection in the 6-m drift-length ProtoDUNE Dual Phase liquid argon TPC / DUNE Collaboration
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 time-projection-chamber (LArTPC) that recorded cosmic-muon data at the CERN Neutrino Platform in 2019-2020 as a prototype of the DUNE Far Detector. [...]
arXiv:2203.16134; CERN-EP-DRAFT-MISC-2022-003; FERMILAB-PUB-22-242-LBNF; CERN-EP-DRAFT-MISC-2022-003; FERMILAB-PUB-22-242-LBNF.- 2022-07-16 - 31 p. - Published in : Eur. Phys. J. C 82 (2022) 618 Fulltext: 2203.16134 - PDF; jt - PDF; Publication - PDF; Fulltext from Publisher: PDF; External link: Fermilab Library Server
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Veja também: nomes de autores similares
25 Biassoni, M
13 Biassoni, Matteo
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