Reconstruction of atmospheric neutrinos in DUNE's horizontal-drift far-detector module

DUNE Collaboration; S Abbaslu; F. Abd Alrahman; A. Abed Abud; R Acciarri; L. P Accorsi; M. A Acero; M. R Adames; G Adamov; M Adamowski; C Adriano; F Akbar; F Alemanno; N. S Alex; K Allison; M Alrashed; A Alton; R Alvarez; T Alves; A Aman; H Amar; P Amedo; J Anderson; D. A Andrade; C Andreopoulos; M Andreotti; M. P Andrews; F Andrianala; S Andringa; F Anjarazafy; S Ansarifard; D Antic; M Antoniassi; A Aranda-Fernandez; T Araya-Santander; L Arellano; E. Arrieta Diaz; M. A Arroyave; M Arteropons; J Asaadi; M Ascencio; A Ashkenazi; D Asner; L Asquith; E Atkin; D Auguste; A Aurisano; V Aushev; D Autiero; D. Ávila Gómez; M. B Azam; F Azfar; A Back; J. J Back; Y Bae; I Bagaturia; L Bagby; D Baigarashev; S Balasubramanian; A Balboni; P Baldi; W Baldini; J Baldonedo; B Baller; B Bambah; F Barao; D Barbu; G Barenboim; P. Barham Alzás; G. J Barker; W Barkhouse; G Barr; A Barros; N Barros; D Barrow; J. L Barrow; A Basharina-Freshville; A Bashyal; V Basque; M Bassani; D Basu; C Batchelor; L Bathe-Peters; J. B. R Battat; F Battisti; J Bautista; F Bay; J. L. L. Bazo Alba; J. F Beacom; E Bechetoille; B Behera; E Belchior; B Bell; G Bell; L Bellantoni; G Bellettini; V Bellini; O Beltramello; A Belyaev; C. Benitez Montiel; D Benjamin; F. Bento Neves; J Berger; S Berkman; J Bermudez; J Bernal; P Bernardini; A Bersani; E Bertholet; E Bertolini; S Bertolucci; M Betancourt; A. Betancur Rodríguez; Y Bezawada; A. T Bezerra; A Bhat; V Bhatnagar; M Bhattacharjee; S Bhattacharjee; M Bhattacharya; S Bhuller; B Bhuyan; S Biagi; J Bian; K Biery; B Bilki; M Bishai; P Bishop; A Blake; F. D Blaszczyk; G. C Blazey; E Blucher; A Bodek; B Bogart; J Boissevain; S Bolognesi; T Bolton; L Bomben; M Bonesini; C Bonilla-Diaz; A Booth; F Boran; C Borden; R. Borges Merlo; N Bostan; G Botogoske; B Bottino; R Bouet; J Boza; J Bracinik; B Brahma; D Brailsford; F Bramati; A Branca; A Brandt; J Bremer; S. J Brice; V Brio; C Brizzolari; C Bromberg; J Brooke; A Bross; G Brunetti; M. B Brunetti; N Buchanan; H Budd; J Buergi; A Bundock; D Burgardt; S Butchart; G. Caceres V; R Calabrese; J Calcutt; L Calivers; E Calvo; A Caminata; A. F Camino; W Campanelli; A Campani; A. Campos Benitez; N Canci; J Capó; I Caracas; D Caratelli; D Carber; J. M Carceller; G Carini; B Carlus; M. F Carneiro; P Carniti; I. Caro Terrazas; H Carranza; N Carrara; L Carroll; T Carroll; A Carter; E Casarejos; D Casazza; J. F. Castaño Forero; F. A Castaño; C Castromonte; E Catano-Mur; C Cattadori; F Cavalier; F Cavanna; E. F Ceceña-Avendaño; S Centro; G Cerati; C Cerna; A Cervelli; A. Cervera Villanueva; J Chakrani; M Chalifour; A Chappell; A Chatterjee; B Chauhan; C. Chavez Barajas; H Chen; M Chen; W. C Chen; Y Chen; Z Chen; D Cherdack; S. S Chhibra; C Chi; F Chiapponi; R Chirco; N Chitirasreemadam; K Cho; S Choate; G Choi; D Chokheli; P. S Chong; B Chowdhury; D Christian; M Chung; E Church; M. F Cicala; M Cicerchia; V Cicero; R Ciolini; P Clarke; G Cline; A. G Cocco; J. A. B Coelho; A Cohen; J Collazo; J Collot; H Combs; J. M Conrad; L Conti; T Contreras; M Convery; K Conway; S Copello; P Cova; C Cox; L Cremonesi; J. I Crespo-Anadón; M Crisler; E Cristaldo; J Crnkovic; G Crone; R Cross; A Cudd; C Cuesta; Y Cui; F Curciarello; D Cussans; J Dai; O Dalager; W Dallaway; R D'Amico; H da Motta; Z. A Dar; R Darby; L. Da Silva Peres; Q David; G. S Davies; S Davini; J Dawson; R De Aguiar; P Debbins; M. P Decowski; A de Gouvêa; P. C De Holanda; P De Jong; P. Del Amo Sanchez; G De Lauretis; A Delbart; M Delgado; A Dell'Acqua; G. Delle Monache; N Delmonte; P De Lurgio; G De Matteis; J. R. T. de Mello Neto; A. P. A De Mendonca; D. M DeMuth; S Dennis; C Densham; P Denton; G. W Deptuch; A De Roeck; V De Romeri; J. P Detje; J Devine; K Dhanmeher; R Dharmapalan; M Dias; A Diaz; J. S Díaz; F Díaz; F Di Capua; A Di Domenico; S Di Domizio; S Di Falco; L Di Giulio; P Ding; L Di Noto; E Diociaiuti; G Di Sciascio; V Di Silvestre; C Distefano; R Di Stefano; R Diurba; M Diwan; Z Djurcic; S Dolan; M Dolce; M. J Dolinski; D Domenici; S Dominguez; S Donati; S Doran; D Douglas; T. A Doyle; F Drielsma; D Duchesneau; K Duffy; K Dugas; P Dunne; B Dutta; D. A Dwyer; A. S Dyshkant; S Dytman; M Eads; A Earle; S Edayath; D Edmunds; J Eisch; W Emark; P Englezos; A Ereditato; T Erjavec; C. O Escobar; J. J Evans; E Ewart; A. C Ezeribe; K Fahey; A Falcone; M Fani'; D Faragher; C Farnese; Y Farzan; J Felix; Y Feng; M. Ferreira da Silva; G Ferry; E Fialova; L Fields; P Filip; A Filkins; F Filthaut; G Fiorillo; M Fiorini; S Fogarty; W Foreman; J Fowler; J Franc; K Francis; D Franco; J Franklin; J Freeman; J Fried; A Friedland; M Fucci; S Fuess; I. K Furic; K Furman; A. P Furmanski; R Gaba; A Gabrielli; A. 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P Kasetti; L Kashur; A Kauther; N Kazaryan; L Ke; E Kearns; P. T Keener; K. J Kelly; R Keloth; E Kemp; O Kemularia; Y Kermaidic; W Ketchum; S. H Kettell; N Khan; A Khvedelidze; D Kim; J Kim; M. J Kim; S Kim; B King; M King; M Kirby; A Kish; J Klein; J Kleykamp; A Klustova; T Kobilarcik; L Koch; K Koehler; L. W Koerner; D. H Koh; M Kordosky; T Kosc; V. A Kostelecký; I Kotler; W Krah; R Kralik; M Kramer; F Krennrich; T Kroupova; S Kubota; M Kubu; V. A Kudryavtsev; G Kufatty; S Kuhlmann; A Kumar; J Kumar; M Kumar; P Kumar; S Kumaran; J Kunzmann; V Kus; T Kutter; J Kvasnicka; T Labree; M Lachat; T Lackey; I Lalău; A Lambert; B. J Land; C. E Lane; N Lane; K Lang; T Langford; M Langstaff; F Lanni; J Larkin; P Lasorak; D Last; A Laundrie; G Laurenti; E Lavaut; H Lay; I Lazanu; R LaZur; M Lazzaroni; S Leardini; J Learned; T LeCompte; G. Lehmann Miotto; R Lehnert; M Leitner; H Lemoine; D. Leon Silverio; L. M Lepin; J. -Y Li; S. W Li; Y Li; R Lima; C. S Lin; D Lindebaum; S Linden; R. 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doi:10.48550/arxiv.2601.05697

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Reconstruction of atmospheric neutrinos in DUNE's horizontal-drift far-detector module

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Reconstruction of atmospheric neutrinos in DUNE's horizontal-drift far-detector module

DUNE Collaboration, S Abbaslu, F. Abd Alrahman, A. Abed Abud, R Acciarri, L. P Accorsi, M. A Acero, M. R Adames, G Adamov, M Adamowski, …

ArXiv.org

09 Jan 2026

DOI: https://doi.org/10.48550/arxiv.2601.05697

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Abstract

Physics - High Energy Physics - Experiment

This paper reports on the capabilities in reconstructing and identifying atmospheric neutrino interactions in one of the Deep Underground Neutrino Experiment's (DUNE) far detector modules, a liquid argon time projection chamber (LArTPC) with horizontal drift (FD-HD) of ionization electrons. The reconstruction is based upon the workflow developed for DUNE's long-baseline oscillation analysis, with some necessary machine-learning models' retraining and the addition of features relevant only to atmospheric neutrinos such as the neutrino direction reconstruction. Where relevant, the impact of the detection of the charged particles of the hadronic system is emphasized, and comparisons are carried out between the case when lepton-only information is considered in the reconstruction (as is the case for many neutrino oscillation experiments), versus when all particles identified in the LArTPC were included. Three neutrino direction reconstruction methods have been developed and studied for the atmospheric analyses: using lepton-only information, using all reconstructed particles, and using only correlations from reconstructed hits. The results indicate that incorporating more than just lepton information significantly improves the resolution of both neutrino direction and energy reconstruction. The angle reconstruction algorithms developed in this work result in no strong dependence on particle direction for reconstruction efficiencies or neutrino flavor identification. This comprehensive review of the reconstruction of atmospheric neutrinos in DUNE's FD-HD LArTPC is the first step towards developing a first neutrino oscillation sensitivity analysis, which will ready DUNE for its first measurements.

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Title: Reconstruction of atmospheric neutrinos in DUNE's horizontal-drift far-detector module
Creators: DUNE Collaboration
S Abbaslu
F. Abd Alrahman
A. Abed Abud
R Acciarri
L. P Accorsi
M. A Acero
M. R Adames
G Adamov
M Adamowski
C Adriano
F Akbar
F Alemanno
N. S Alex
K Allison
M Alrashed
A Alton
R Alvarez
T Alves
A Aman
H Amar
P Amedo
J Anderson
D. A Andrade
C Andreopoulos
M Andreotti
M. P Andrews
F Andrianala
S Andringa
F Anjarazafy
S Ansarifard
D Antic
M Antoniassi
A Aranda-Fernandez
T Araya-Santander
L Arellano
E. Arrieta Diaz
M. A Arroyave
M Arteropons
J Asaadi
M Ascencio
A Ashkenazi
D Asner
L Asquith
E Atkin
D Auguste
A Aurisano
V Aushev
D Autiero
D. Ávila Gómez
M. B Azam
F Azfar
A Back
J. J Back
Y Bae
I Bagaturia
L Bagby
D Baigarashev
S Balasubramanian
A Balboni
P Baldi
W Baldini
J Baldonedo
B Baller
B Bambah
F Barao
D Barbu
G Barenboim
P. Barham Alzás
G. J Barker
W Barkhouse
G Barr
A Barros
N Barros
D Barrow
J. L Barrow
A Basharina-Freshville
A Bashyal
V Basque
M Bassani
D Basu
C Batchelor
L Bathe-Peters
J. B. R Battat
F Battisti
J Bautista
F Bay
J. L. L. Bazo Alba
J. F Beacom
E Bechetoille
B Behera
E Belchior
B Bell
G Bell
L Bellantoni
G Bellettini
V Bellini
O Beltramello
A Belyaev
C. Benitez Montiel
D Benjamin
F. Bento Neves
J Berger
S Berkman
J Bermudez
J Bernal
P Bernardini
A Bersani
E Bertholet
E Bertolini
S Bertolucci
M Betancourt
A. Betancur Rodríguez
Y Bezawada
A. T Bezerra
A Bhat
V Bhatnagar
M Bhattacharjee
S Bhattacharjee
M Bhattacharya
S Bhuller
B Bhuyan
S Biagi
J Bian
K Biery
B Bilki
M Bishai
P Bishop
A Blake
F. D Blaszczyk
G. C Blazey
E Blucher
A Bodek
B Bogart
J Boissevain
S Bolognesi
T Bolton
L Bomben
M Bonesini
C Bonilla-Diaz
A Booth
F Boran
C Borden
R. Borges Merlo
N Bostan
G Botogoske
B Bottino
R Bouet
J Boza
J Bracinik
B Brahma
D Brailsford
F Bramati
A Branca
A Brandt
J Bremer
S. J Brice
V Brio
C Brizzolari
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Publication Details: ArXiv.org
Number of pages: 43
Resource Type: Preprint
Language: English
Academic Unit: Physics
Other Identifier: 991022153458804721

Reconstruction of atmospheric neutrinos in DUNE's horizontal-drift far-detector module

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