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Accessing new physics with an undoped, cryogenic CsI CEvNS detector for COHERENT at the SNS
Authors:
P. S. Barbeau,
V. Belov,
I. Bernardi,
C. Bock,
A. Bolozdynya,
R. Bouabid,
J. Browning,
B. Cabrera-Palmer,
E. Conley,
V. da Silva,
J. Daughhetee,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
A. Erlandson,
L. Fabris,
M. Febbraro,
A. Galindo-Uribarri,
M. P. Green,
J. Hakenmüller,
M. R. Heath,
S. Hedges,
B. A. Johnson
, et al. (55 additional authors not shown)
Abstract:
We consider the potential for a 10-kg undoped cryogenic CsI detector operating at the Spallation Neutron Source to measure coherent elastic neutrino-nucleus scattering and its sensitivity to discover new physics beyond the standard model. Through a combination of increased event rate, lower threshold, and good timing resolution, such a detector would significantly improve on past measurements. We…
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We consider the potential for a 10-kg undoped cryogenic CsI detector operating at the Spallation Neutron Source to measure coherent elastic neutrino-nucleus scattering and its sensitivity to discover new physics beyond the standard model. Through a combination of increased event rate, lower threshold, and good timing resolution, such a detector would significantly improve on past measurements. We considered tests of several beyond-the-standard-model scenarios such as neutrino non-standard interactions and accelerator-produced dark matter. This detector's performance was also studied for relevant questions in nuclear physics and neutrino astronomy, namely the weak charge distribution of CsI nuclei and detection of neutrinos from a core-collapse supernova.
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Submitted 21 November, 2023;
originally announced November 2023.
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Measurement of the Multi-Neutron $\barν_μ$ Charged Current Differential Cross Section at Low Available Energy on Hydrocarbon
Authors:
A. Olivier,
T. Cai,
S. Akhter,
Z. Ahmad Dar,
V. Ansari,
M. V. Ascencio,
M. Sajjad Athar,
A. Bashyal,
A. Bercellie,
M. Betancourt,
J. L. Bonilla,
A. Bravar,
H. Budd,
G. Caceres,
G. A. Díaz,
J. Felix,
L. Fields,
A. Filkins,
R. Fine,
A. M. Gago,
P. K. Gaur,
S. M. Gilligan,
R. Gran,
E. Granados,
D. A. Harris
, et al. (36 additional authors not shown)
Abstract:
Neutron production in antineutrino interactions can lead to bias in energy reconstruction in neutrino oscillation experiments, but these interactions have rarely been studied. MINERvA previously studied neutron production at an average antineutrino energy of ~3 GeV in 2016 and found deficiencies in leading models. In this paper, the MINERvA 6 GeV average antineutrino energy data set is shown to ha…
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Neutron production in antineutrino interactions can lead to bias in energy reconstruction in neutrino oscillation experiments, but these interactions have rarely been studied. MINERvA previously studied neutron production at an average antineutrino energy of ~3 GeV in 2016 and found deficiencies in leading models. In this paper, the MINERvA 6 GeV average antineutrino energy data set is shown to have similar disagreements. A measurement of the cross section for an antineutrino to produce two or more neutrons and have low visible energy is presented as an experiment-independent way to explore neutron production modeling. This cross section disagrees with several leading models' predictions. Neutron modeling techniques from nuclear physics are used to quantify neutron detection uncertainties on this result.
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Submitted 21 November, 2023; v1 submitted 25 October, 2023;
originally announced October 2023.
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Human-Centered Autonomy for UAS Target Search
Authors:
Hunter M. Ray,
Zakariya Laouar,
Zachary Sunberg,
Nisar Ahmed
Abstract:
Current methods of deploying robots that operate in dynamic, uncertain environments, such as Uncrewed Aerial Systems in search \& rescue missions, require nearly continuous human supervision for vehicle guidance and operation. These methods do not consider high-level mission context resulting in cumbersome manual operation or inefficient exhaustive search patterns. We present a human-centered auto…
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Current methods of deploying robots that operate in dynamic, uncertain environments, such as Uncrewed Aerial Systems in search \& rescue missions, require nearly continuous human supervision for vehicle guidance and operation. These methods do not consider high-level mission context resulting in cumbersome manual operation or inefficient exhaustive search patterns. We present a human-centered autonomous framework that infers geospatial mission context through dynamic feature sets, which then guides a probabilistic target search planner. Operators provide a set of diverse inputs, including priority definition, spatial semantic information about ad-hoc geographical areas, and reference waypoints, which are probabilistically fused with geographical database information and condensed into a geospatial distribution representing an operator's preferences over an area. An online, POMDP-based planner, optimized for target searching, is augmented with this reward map to generate an operator-constrained policy. Our results, simulated based on input from five professional rescuers, display effective task mental model alignment, 18\% more victim finds, and 15 times more efficient guidance plans then current operational methods.
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Submitted 6 March, 2024; v1 submitted 12 September, 2023;
originally announced September 2023.
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Testing Meson Portal Dark Sector Solutions to the MiniBooNE Anomaly at CCM
Authors:
A. A. Aguilar-Arevalo,
S. Biedron,
J. Boissevain,
M. Borrego,
L. Bugel,
M. Chavez-Estrada,
J. M. Conrad,
R. L. Cooper,
A. Diaz,
J. R. Distel,
J. C. D'Olivo,
E. Dunton,
B. Dutta,
D. Fields,
J. R. Gochanour,
M. Gold,
E. Guardincerri,
E. C. Huang,
N. Kamp,
D. Kim,
K. Knickerbocker,
W. C. Louis,
J. T. M. Lyles,
R. Mahapatra,
S. Maludze
, et al. (20 additional authors not shown)
Abstract:
A solution to the MiniBooNE excess invoking rare three-body decays of the charged pions and kaons to new states in the MeV mass scale was recently proposed as a dark-sector explanation. This class of solution illuminates the fact that, while the charged pions were focused in the target-mode run, their decay products were isotropically suppressed in the beam-dump-mode run in which no excess was obs…
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A solution to the MiniBooNE excess invoking rare three-body decays of the charged pions and kaons to new states in the MeV mass scale was recently proposed as a dark-sector explanation. This class of solution illuminates the fact that, while the charged pions were focused in the target-mode run, their decay products were isotropically suppressed in the beam-dump-mode run in which no excess was observed. This suggests a new physics solution correlated to the mesonic sector. We investigate an extended set of phenomenological models that can explain the MiniBooNE excess as a dark sector solution, utilizing long-lived particles that might be produced in the three-body decays of the charged mesons and the two-body anomalous decays of the neutral mesons. Over a broad set of interactions with the long-lived particles, we show that these scenarios can be compatible with constraints from LSND, KARMEN, and MicroBooNE, and evaluate the sensitivity of the ongoing and future data taken by the Coherent CAPTAIN Mills experiment (CCM) to a potential discovery in this parameter space.
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Submitted 22 March, 2024; v1 submitted 5 September, 2023;
originally announced September 2023.
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COHERENT Collaboration data release from the measurements of CsI[Na] response to nuclear recoils
Authors:
D. Akimov,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
I. Bernardi,
M. A. Blackston,
C. Bock,
A. Bolozdynya,
J. Browning,
B. Cabrera-Palmer,
D. Chernyak,
E. Conley,
J. Daughhetee,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
A. Gallo Rosso,
A. Galindo-Uribarri,
M. P. Green
, et al. (53 additional authors not shown)
Abstract:
Description of the data release 10.13139/OLCF/1969085 (https://doi.ccs.ornl.gov/ui/doi/426) from the measurements of the CsI[Na] response to low energy nuclear recoils by the COHERENT collaboration. The release corresponds to the results published in "D. Akimov et al 2022 JINST 17 P10034". We share the data in the form of raw ADC waveforms, provide benchmark values, and share plots to enhance the…
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Description of the data release 10.13139/OLCF/1969085 (https://doi.ccs.ornl.gov/ui/doi/426) from the measurements of the CsI[Na] response to low energy nuclear recoils by the COHERENT collaboration. The release corresponds to the results published in "D. Akimov et al 2022 JINST 17 P10034". We share the data in the form of raw ADC waveforms, provide benchmark values, and share plots to enhance the transparency and reproducibility of our results. This document describes the contents of the data release as well as guidance on the use of the data.
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Submitted 14 July, 2023;
originally announced July 2023.
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Measurement of the Electron-Neutrino Charged-Current Cross Sections on ${}^{127}$I with the COHERENT NaI$ν$E detector
Authors:
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
I. Bernardi,
C. Bock,
A. Bolozdynya,
R. Bouabid,
A. Brown,
J. Browning,
B. Cabrera-Palmer,
M. Cervantes,
E. Conley,
J. Daughhetee,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
A. Gallo Rosso,
A. Galindo-Uribarri,
A. C. Germer
, et al. (64 additional authors not shown)
Abstract:
Using an 185-kg NaI[Tl] array, COHERENT has measured the inclusive electron-neutrino charged-current cross section on ${}^{127}$I with pion decay-at-rest neutrinos produced by the Spallation Neutron Source at Oak Ridge National Laboratory. Iodine is one the heaviest targets for which low-energy ($\leq$ 50 MeV) inelastic neutrino-nucleus processes have been measured, and this is the first measureme…
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Using an 185-kg NaI[Tl] array, COHERENT has measured the inclusive electron-neutrino charged-current cross section on ${}^{127}$I with pion decay-at-rest neutrinos produced by the Spallation Neutron Source at Oak Ridge National Laboratory. Iodine is one the heaviest targets for which low-energy ($\leq$ 50 MeV) inelastic neutrino-nucleus processes have been measured, and this is the first measurement of its inclusive cross section. After a five-year detector exposure, COHERENT reports a flux-averaged cross section for electron neutrinos of $9.2^{+2.1}_{-1.8} \times 10^{-40}$ cm$^2$. This corresponds to a value that is $\sim$41% lower than predicted using the MARLEY event generator with a measured Gamow-Teller strength distribution. In addition, the observed visible spectrum from charged-current scattering on $^{127}$I has been measured between 10 and 55 MeV, and the exclusive zero-neutron and one-or-more-neutron emission cross sections are measured to be $5.2^{+3.4}_{-3.1} \times 10^{-40}$ and $2.2^{+3.5}_{-2.2} \times 10^{-40}$ cm$^2$, respectively.
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Submitted 7 March, 2024; v1 submitted 31 May, 2023;
originally announced May 2023.
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Simultaneous measurement of muon neutrino quasielastic-like cross sections on CH, C, water, Fe, and Pb as a function of muon kinematics at MINERvA
Authors:
J. Kleykamp,
S. Akhter,
Z. Ahmad Dar,
V. Ansari,
M. V. Ascencio,
M. Sajjad Athar,
A. Bashyal,
A. Bercellie,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
A. Bravar,
H. Budd,
G. Caceres,
T. Cai,
M. F. Carneiro,
G. A. Díaz,
H. da Motta,
S. A. Dytman,
J. Felix,
L. Fields,
A. Filkins,
R. Fine,
A. M. Gago,
H. Gallagher
, et al. (43 additional authors not shown)
Abstract:
This paper presents the first simultaneous measurement of the quasielastic-like neutrino-nucleus cross sections on C, water, Fe, Pb and scintillator (hydrocarbon or CH) as a function of longitudinal and transverse muon momentum. The ratio of cross sections per nucleon between Pb and CH is always above unity and has a characteristic shape as a function of transverse muon momentum that evolves slowl…
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This paper presents the first simultaneous measurement of the quasielastic-like neutrino-nucleus cross sections on C, water, Fe, Pb and scintillator (hydrocarbon or CH) as a function of longitudinal and transverse muon momentum. The ratio of cross sections per nucleon between Pb and CH is always above unity and has a characteristic shape as a function of transverse muon momentum that evolves slowly as a function of longitudinal muon momentum. The ratio is constant versus longitudinal momentum within uncertainties above a longitudinal momentum of 4.5GeV/c. The cross section ratios to CH for C, water, and Fe remain roughly constant with increasing longitudinal momentum, and the ratios between water or C to CH do not have any significant deviation from unity. Both the overall cross section level and the shape for Pb and Fe as a function of transverse muon momentum are not reproduced by current neutrino event generators. These measurements provide a direct test of nuclear effects in quasielastic-like interactions, which are major contributors to long-baseline neutrino oscillation data samples.
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Submitted 5 January, 2023;
originally announced January 2023.
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Measurement of ${}^{nat}$Pb($ν_e$,X$n$) production with a stopped-pion neutrino source
Authors:
COHERENT Collaboration,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
S. W. Belling,
V. Belov,
I. Bernardi,
C. Bock,
A. Bolozdynya,
R. Bouabid,
A. Brown,
J. Browning,
B. Cabrera-Palmer,
M. Cervantes,
E. Conley,
J. Daughhetee,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
A. Gallo Rosso
, et al. (62 additional authors not shown)
Abstract:
Using neutrinos produced at the Spallation Neutron Source (SNS) at Oak Ridge National Laboratory (ORNL), the COHERENT collaboration has studied the Pb($ν_e$,X$n$) process with a lead neutrino-induced-neutron (NIN) detector. Data from this detector are fit jointly with previously collected COHERENT data on this process. A combined analysis of the two datasets yields a cross section that is…
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Using neutrinos produced at the Spallation Neutron Source (SNS) at Oak Ridge National Laboratory (ORNL), the COHERENT collaboration has studied the Pb($ν_e$,X$n$) process with a lead neutrino-induced-neutron (NIN) detector. Data from this detector are fit jointly with previously collected COHERENT data on this process. A combined analysis of the two datasets yields a cross section that is $0.29^{+0.17}_{-0.16}$ times that predicted by the MARLEY event generator using experimentally-measured Gamow-Teller strength distributions, consistent with no NIN events at 1.8$σ$. This is the first inelastic neutrino-nucleus process COHERENT has studied, among several planned exploiting the high flux of low-energy neutrinos produced at the SNS.
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Submitted 30 October, 2023; v1 submitted 21 December, 2022;
originally announced December 2022.
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High-Statistics Measurement of Antineutrino Quasielastic-like scattering at $E_ν\sim$ 6~GeV on a Hydrocarbon Target
Authors:
A. Bashyal,
S. Akhter,
Z. Ahmad Dar,
F. Akbar,
V. Ansari,
M. V. Ascencio,
M. Sajjad Athar,
A. Bercellie,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
A. Bravar,
H. Budd,
G. Caceres,
M. F. Carneiro,
G. A. Díaz,
J. Felix,
L. Fields,
A. Filkins,
R. Fine,
A. M. Gago,
H. Gallagher,
P. K. Gaur,
S. M. Gilligan,
R. Gran
, et al. (44 additional authors not shown)
Abstract:
We present measurements of the cross section for anti-neutrino charged-current quasielastic-like scattering on hydrocarbon using the medium energy (ME) NuMI wide-band neutrino beam peaking at $<E_ν>\sim 6$ GeV. The cross section measurements are presented as a function of the longitudinal momentum ($p_{||}$) and transverse momentum ($p_{T}$) of the final state muon. This work complements our previ…
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We present measurements of the cross section for anti-neutrino charged-current quasielastic-like scattering on hydrocarbon using the medium energy (ME) NuMI wide-band neutrino beam peaking at $<E_ν>\sim 6$ GeV. The cross section measurements are presented as a function of the longitudinal momentum ($p_{||}$) and transverse momentum ($p_{T}$) of the final state muon. This work complements our previously reported high statistics measurement in the neutrino channel and extends the previous anti-neutrino measurement made in the low energy (LE) beam at neutrino energy($<E_ν>$) $\sim$ 3.5 GeV to $p_{T}$ of 2.5 GeV/c.
Current theoretical models do not completely describe the data in this previously unexplored high $p_{T}$ region. The single differential cross section as a function of four momentum transfer ($Q^{2}_{QE}$) now extends to 4 GeV$^2$ with high statistics. The cross section as a function of $Q^{2}_{QE}$ shows that the tuned simulations developed by the MINERvA collaboration that agreed well with the low energy beam measurements do not agree as well with the medium energy beam measurements. Newer neutrino interaction models such as the GENIE 3 tunes are better able to simulate the high $Q^{2}_{QE}$.
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Submitted 25 June, 2023; v1 submitted 18 November, 2022;
originally announced November 2022.
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Simultaneous measurement of muon neutrino $ν_μ$ charged-current single $π^+$ production in CH, C, H$_2$O, Fe, and Pb targets in MINERvA
Authors:
A. Bercellie,
K. A. Kroma-Wiley,
S. Akhter,
Z. Ahmad Dar,
F. Akbar,
V. Ansari,
M. V. Ascencio,
M. Sajjad Athar,
L. Bellantoni,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
A. Bravar,
H. Budd,
G. Caceres,
T. Cai,
G. A. Díaz,
H. da Motta,
S. A. Dytman,
J. Felix,
L. Fields,
A. Filkins,
R. Fine,
A. M. Gago,
H. Gallagher
, et al. (47 additional authors not shown)
Abstract:
Neutrino-induced charged-current single $π^+$ production in the $Δ(1232)$ resonance region is of considerable interest to accelerator-based neutrino oscillation experiments. In this work, high statistics differential cross sections are reported for the semi-exclusive reaction $ν_μA \to μ^- π^+ +$ nucleon(s) on scintillator, carbon, water, iron, and lead targets recorded by MINERvA using a wide-ban…
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Neutrino-induced charged-current single $π^+$ production in the $Δ(1232)$ resonance region is of considerable interest to accelerator-based neutrino oscillation experiments. In this work, high statistics differential cross sections are reported for the semi-exclusive reaction $ν_μA \to μ^- π^+ +$ nucleon(s) on scintillator, carbon, water, iron, and lead targets recorded by MINERvA using a wide-band $ν_μ$ beam with $\left< E_ν\right> \approx 6$~GeV. Suppression of the cross section at low $Q^2$ and enhancement of low $T_π$ are observed in both light and heavy nuclear targets compared to phenomenological models used in current neutrino interaction generators. The cross-section ratios for iron and lead compared to CH across the kinematic variables probed are 0.8 and 0.5 respectively, a scaling which is also not predicted by current generators.
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Submitted 12 July, 2023; v1 submitted 16 September, 2022;
originally announced September 2022.
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A Review of the Operational Use of UAS in Public Safety Emergency Incidents
Authors:
Hunter Ray,
Ryan Singer,
Nisar Ahmed
Abstract:
The domain of public safety in the form of search \& rescue, wildland firefighting, structure firefighting, and law enforcement operations have drawn great interest in the field of aerospace engineering, human-robot teaming, autonomous systems, and robotics. However, a divergence exists in the assumptions made in research and how state-of-the-art technologies may realistically transition into an o…
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The domain of public safety in the form of search \& rescue, wildland firefighting, structure firefighting, and law enforcement operations have drawn great interest in the field of aerospace engineering, human-robot teaming, autonomous systems, and robotics. However, a divergence exists in the assumptions made in research and how state-of-the-art technologies may realistically transition into an operational capacity. To aid in the alignment between researchers, technologists, and end users, we aim to provide perspective on how small Uncrewed Aerial Systems (sUAS) have been applied in 114 real world incidents as part of a technical rescue team from 2016 to 2021. We highlight the main applications, integration, tasks, and challenges of employing UAS within five primary use cases including searches, evidence collection, SWAT, wildland firefighting, and structure firefighting. Within these use cases, key incidents are featured that provide perspective on the evolving and dynamic nature of UAS tasking during an operation. Finally, we highlight key technical directions for improving the utilization and efficiency of employing aerial technology in all emergency types.
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Submitted 15 July, 2022;
originally announced July 2022.
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A COHERENT constraint on leptophobic dark matter using CsI data
Authors:
COHERENT Collaboration,
D. Akimov,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
I. Bernardi,
M. A. Blackston,
C. Bock,
A. Bolozdynya,
R. Bouabid,
J. Browning,
B. Cabrera-Palmer,
D. Chernyak,
E. Conley,
J. Daughhetee,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliot,
L. Fabris,
M. Febbraro,
A. Gallo Rosso
, et al. (56 additional authors not shown)
Abstract:
We use data from the COHERENT CsI[Na] scintillation detector to constrain sub-GeV leptophobic dark matter models. This detector was built to observe low-energy nuclear recoils from coherent elastic neutrino-nucleus scattering. These capabilities enable searches for dark matter particles produced at the Spallation Neutron Source mediated by a vector portal particle with masses between 2 and 400 MeV…
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We use data from the COHERENT CsI[Na] scintillation detector to constrain sub-GeV leptophobic dark matter models. This detector was built to observe low-energy nuclear recoils from coherent elastic neutrino-nucleus scattering. These capabilities enable searches for dark matter particles produced at the Spallation Neutron Source mediated by a vector portal particle with masses between 2 and 400 MeV/c$^2$. No evidence for dark matter is observed and a limit on the mediator coupling to quarks is placed. This constraint improves upon previous results by two orders of magnitude. This newly explored parameter space probes the region where the dark matter relic abundance is explained by leptophobic dark matter when the mediator mass is roughly twice the dark matter mass. COHERENT sets the best constraint on leptophobic dark matter at these masses.
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Submitted 26 May, 2022; v1 submitted 24 May, 2022;
originally announced May 2022.
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The COHERENT Experimental Program
Authors:
D. Akimov,
S. Alawabdeh,
P. An,
A. Arteaga,
C. Awe,
P. S. Barbeau,
C. Barry,
B. Becker,
V. Belov,
I. Bernardi,
M. A. Blackston,
L. Blokland,
C. Bock,
B. Bodur,
A. Bolozdynya,
R. Bouabid,
A. Bracho,
J. Browning,
B. Cabrera-Palmer,
N. Chen,
D. Chernyak,
E. Conley,
J. Daughhetee,
J. Daughtry,
E. Day
, et al. (106 additional authors not shown)
Abstract:
The COHERENT experiment located in Neutrino Alley at the Spallation Neutron Source (SNS), Oak Ridge National Laboratory (ORNL), has made the world's first two measurements of coherent elastic neutrino-nucleus scattering (CEvNS), on CsI and argon, using neutrinos produced at the SNS. The COHERENT collaboration continues to pursue CEvNS measurements on various targets as well as additional studies o…
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The COHERENT experiment located in Neutrino Alley at the Spallation Neutron Source (SNS), Oak Ridge National Laboratory (ORNL), has made the world's first two measurements of coherent elastic neutrino-nucleus scattering (CEvNS), on CsI and argon, using neutrinos produced at the SNS. The COHERENT collaboration continues to pursue CEvNS measurements on various targets as well as additional studies of inelastic neutrino-nucleus interactions, searches for accelerator-produced dark matter (DM) and physics beyond the Standard Model, using the uniquely high-quality and high-intensity neutrino source available at the SNS. This white paper describes primarily COHERENT's ongoing and near-future program at the SNS First Target Station (FTS). Opportunities enabled by the SNS Second Target Station (STS) for the study of neutrino physics and development of novel detector technologies are elaborated in a separate white paper.
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Submitted 9 April, 2022;
originally announced April 2022.
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Simultaneous measurement of proton and lepton kinematics in quasielastic-like $ν_μ$-hydrocarbon interactions from 2 to 20 GeV
Authors:
The MINERvA Collaboration,
D. Ruterbories,
S. Akhter,
Z. Ahmad Dar,
F. Akbar,
V. Ansari,
M. V. Ascencio,
M. Sajjad Athar,
A. Bashyal,
A. Bercellie,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
A. Bravar,
H. Budd,
G. Caceres,
T. Cai,
M. F. Carneiro,
G. A. Díaz,
H. da Motta,
J. Felix,
L. Fields,
A. Filkins,
R. Fine,
A. M. Gago
, et al. (49 additional authors not shown)
Abstract:
Neutrino charged-current quasielastic-like scattering, a reaction category extensively used in neutrino oscillation measurements, probes nuclear effects that govern neutrino-nucleus interactions. This Letter reports the first measurement of the triple-differential cross section for $ν_μ$ quasielastic-like reactions using the hydrocarbon medium of the MINERvA detector exposed to a wide-band beam sp…
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Neutrino charged-current quasielastic-like scattering, a reaction category extensively used in neutrino oscillation measurements, probes nuclear effects that govern neutrino-nucleus interactions. This Letter reports the first measurement of the triple-differential cross section for $ν_μ$ quasielastic-like reactions using the hydrocarbon medium of the MINERvA detector exposed to a wide-band beam spanning 2 $\leq$ E$_ν\leq$ 20 GeV. The measurement maps the correlations among transverse and longitudinal muon momenta and summed proton kinetic energies, and compares them to predictions from a state-of-art simulation. Discrepancies are observed that likely reflect shortfalls with modeling of pion and nucleon intranuclear scattering and/or spectator nucleon ejection from struck nuclei. The separate determination of leptonic and hadronic variables can inform experimental approaches to neutrino-energy estimation.
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Submitted 25 May, 2022; v1 submitted 14 March, 2022;
originally announced March 2022.
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Coherent elastic neutrino-nucleus scattering: Terrestrial and astrophysical applications
Authors:
M. Abdullah,
H. Abele,
D. Akimov,
G. Angloher,
D. Aristizabal-Sierra,
C. Augier,
A. B. Balantekin,
L. Balogh,
P. S. Barbeau,
L. Baudis,
A. L. Baxter,
C. Beaufort,
G. Beaulieu,
V. Belov,
A. Bento,
L. Berge,
I. A. Bernardi,
J. Billard,
A. Bolozdynya,
A. Bonhomme,
G. Bres,
J-. L. Bret,
A. Broniatowski,
A. Brossard,
C. Buck
, et al. (250 additional authors not shown)
Abstract:
Coherent elastic neutrino-nucleus scattering (CE$ν$NS) is a process in which neutrinos scatter on a nucleus which acts as a single particle. Though the total cross section is large by neutrino standards, CE$ν$NS has long proven difficult to detect, since the deposited energy into the nucleus is $\sim$ keV. In 2017, the COHERENT collaboration announced the detection of CE$ν$NS using a stopped-pion…
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Coherent elastic neutrino-nucleus scattering (CE$ν$NS) is a process in which neutrinos scatter on a nucleus which acts as a single particle. Though the total cross section is large by neutrino standards, CE$ν$NS has long proven difficult to detect, since the deposited energy into the nucleus is $\sim$ keV. In 2017, the COHERENT collaboration announced the detection of CE$ν$NS using a stopped-pion source with CsI detectors, followed up the detection of CE$ν$NS using an Ar target. The detection of CE$ν$NS has spawned a flurry of activities in high-energy physics, inspiring new constraints on beyond the Standard Model (BSM) physics, and new experimental methods. The CE$ν$NS process has important implications for not only high-energy physics, but also astrophysics, nuclear physics, and beyond. This whitepaper discusses the scientific importance of CE$ν$NS, highlighting how present experiments such as COHERENT are informing theory, and also how future experiments will provide a wealth of information across the aforementioned fields of physics.
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Submitted 14 March, 2022;
originally announced March 2022.
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MiniBooNE and MicroBooNE Combined Fit to a 3+1 Sterile Neutrino Scenario
Authors:
A. A. Aguilar-Arevalo,
B. C. Brown,
J. M. Conrad,
R. Dharmapalan,
A. Diaz,
Z. Djurcic,
D. A. Finley,
R. Ford,
G. T. Garvey,
S. Gollapinni,
A. Hourlier,
E. -C. Huang,
N. W. Kamp,
G. Karagiorgi,
T. Katori,
T. Kobilarcik,
K. Lin,
W. C. Louis,
C. Mariani,
W. Marsh,
G. B. Mills,
J. Mirabal-Martinez,
C. D. Moore,
R. H. Nelson,
J. Nowak
, et al. (14 additional authors not shown)
Abstract:
This letter presents the results from the MiniBooNE experiment within a full "3+1" scenario where one sterile neutrino is introduced to the three-active-neutrino picture. In addition to electron-neutrino appearance at short-baselines, this scenario also allows for disappearance of the muon-neutrino and electron-neutrino fluxes in the Booster Neutrino Beam, which is shared by the MicroBooNE experim…
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This letter presents the results from the MiniBooNE experiment within a full "3+1" scenario where one sterile neutrino is introduced to the three-active-neutrino picture. In addition to electron-neutrino appearance at short-baselines, this scenario also allows for disappearance of the muon-neutrino and electron-neutrino fluxes in the Booster Neutrino Beam, which is shared by the MicroBooNE experiment. We present the 3+1 fit to the MiniBooNE electron-(anti)neutrino and muon-(anti)neutrino data alone, and in combination with MicroBooNE electron-neutrino data. The best-fit parameters of the combined fit with the exclusive CCQE analysis (inclusive analysis) are $Δm^2 = 0.29 eV^2 (0.33 eV^2)$, $|U_{e4}|^2 = 0.016 (0.500)$, $|U_{μ4}|^2 = 0.500 (0.500)$, and $\sin^2(2θ_{μe})=0.0316 (1.0)$. Comparing the no-oscillation scenario to the 3+1 model, the data prefer the 3+1 model with a $Δχ^2/\text{dof} = 24.7 / 3 (17.3 / 3)$, a $4.3σ(3.4σ)$ preference assuming the asymptotic approximation given by Wilks' theorem.
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Submitted 9 September, 2022; v1 submitted 5 January, 2022;
originally announced January 2022.
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Prospects for detecting axionlike particles at the Coherent CAPTAIN-Mills experiment
Authors:
A. A. Aguilar-Arevalo,
D. S. M. Alves,
S. Biedron,
J. Boissevain,
M. Borrego,
L. Bugel,
M. Chavez-Estrada,
J. M. Conrad,
R. L. Cooper,
A. Diaz,
J. R. Distel,
J. C. D'Olivo,
E. Dunton,
B. Dutta,
D. Fields,
J. R. Gochanour,
M. Gold,
E. Guardincerri,
E. C. Huang,
N. Kamp,
D. Kim,
K. Knickerbocker,
W. C. Louis,
J. T. M. Lyles,
R. Mahapatra
, et al. (23 additional authors not shown)
Abstract:
We show results from the Coherent CAPTAIN Mills (CCM) 2019 engineering run which begin to constrain regions of parameter space for axion-like particles (ALPs) produced in electromagnetic particle showers in an 800 MeV proton beam dump, and further investigate the sensitivity of ongoing data-taking campaigns for the CCM200 upgraded detector. Based on beam-on background estimates from the engineerin…
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We show results from the Coherent CAPTAIN Mills (CCM) 2019 engineering run which begin to constrain regions of parameter space for axion-like particles (ALPs) produced in electromagnetic particle showers in an 800 MeV proton beam dump, and further investigate the sensitivity of ongoing data-taking campaigns for the CCM200 upgraded detector. Based on beam-on background estimates from the engineering run, we make realistic extrapolations for background reduction based on expected shielding improvements, reduced beam width, and analysis-based techniques for background rejection. We obtain reach projections for two classes of signatures; ALPs coupled primarily to photons can be produced in the tungsten target via the Primakoff process, and then produce a gamma-ray signal in the Liquid Argon (LAr) CCM detector either via inverse Primakoff scattering or decay to a photon pair. ALPs with significant electron couplings have several additional production mechanisms (Compton scattering, $e^+e^-$ annihilation, ALP-bremsstrahlung) and detection modes (inverse Compton scattering, external $e^+e^-$ pair conversion, and decay to $e^+e^-$). In some regions, the constraint is marginally better than both astrophysical and terrestrial constraints. With the beginning of a three year run, CCM will be more sensitive to this parameter space by up to an order of magnitude for both ALP-photon and ALP-electron couplings. The CCM experiment will also have sensitivity to well-motivated parameter space of QCD axion models. It is only a recent realization that accelerator-based large volume liquid argon detectors designed for low energy coherent neutrino and dark matter scattering searches are also ideal for probing ALPs in the unexplored $\sim$MeV mass scale.
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Submitted 26 May, 2023; v1 submitted 18 December, 2021;
originally announced December 2021.
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Monitoring the SNS basement neutron background with the MARS detector
Authors:
COHERENT Collaboration,
D. Akimov,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
I. Bernardi,
M. A. Blackston,
C. Bock,
A. Bolozdynya,
J. Browning,
B. Cabrera-Palmer,
D. Chernyak,
E. Conley,
J. Daughhetee,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
A. Gallo Rosso,
A. Galindo-Uribarri
, et al. (53 additional authors not shown)
Abstract:
We present the analysis and results of the first dataset collected with the MARS neutron detector deployed at the Oak Ridge National Laboratory Spallation Neutron Source (SNS) for the purpose of monitoring and characterizing the beam-related neutron (BRN) background for the COHERENT collaboration. MARS was positioned next to the COH-CsI coherent elastic neutrino-nucleus scattering detector in the…
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We present the analysis and results of the first dataset collected with the MARS neutron detector deployed at the Oak Ridge National Laboratory Spallation Neutron Source (SNS) for the purpose of monitoring and characterizing the beam-related neutron (BRN) background for the COHERENT collaboration. MARS was positioned next to the COH-CsI coherent elastic neutrino-nucleus scattering detector in the SNS basement corridor. This is the basement location of closest proximity to the SNS target and thus, of highest neutrino flux, but it is also well shielded from the BRN flux by infill concrete and gravel. These data show the detector registered roughly one BRN per day. Using MARS' measured detection efficiency, the incoming BRN flux is estimated to be $1.20~\pm~0.56~\text{neutrons}/\text{m}^2/\text{MWh}$ for neutron energies above $\sim3.5$ MeV and up to a few tens of MeV. We compare our results with previous BRN measurements in the SNS basement corridor reported by other neutron detectors.
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Submitted 14 April, 2022; v1 submitted 5 December, 2021;
originally announced December 2021.
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Characterization of the correlated background for a sterile neutrino search using the first dataset of the JSNS$^2$ experiment
Authors:
Y. Hino,
S. Ajimura,
M. K. Cheoun,
J. H. Choi,
T. Dodo,
H. Furuta,
J. Goh,
K. Haga,
M. Harada,
S. Hasegawa,
T. Hiraiwa,
W. Hwang,
H. I. Jang,
J. S. Jang,
H. Jeon,
S. Jeon,
K. K. Joo,
J. R. Jordan,
D. E. Jung,
S. K. Kang,
Y. Kasugai,
T. Kawasaki,
E. J. Kim,
J. Y. Kim,
S. B. Kim
, et al. (40 additional authors not shown)
Abstract:
JSNS$^2$ (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) is an experiment that is searching for sterile neutrinos via the observation of $\barν_μ \to \barν_{e}$ appearance oscillations using muon decay-at-rest neutrinos. Before dedicated data taking in the first-half of 2021, we performed a commissioning run for 10 days in June 2020. Using the data obtained in this commissioni…
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JSNS$^2$ (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) is an experiment that is searching for sterile neutrinos via the observation of $\barν_μ \to \barν_{e}$ appearance oscillations using muon decay-at-rest neutrinos. Before dedicated data taking in the first-half of 2021, we performed a commissioning run for 10 days in June 2020. Using the data obtained in this commissioning run, in this paper, we present an estimate of the correlated background which imitates the $\barν_{e}$ signal in a sterile neutrino search. In addition, in order to demonstrate future prospects of the JSNS$^2$ experiment, possible pulse shape discrimination improvements towards reducing cosmic ray induced fast neutron background are described.
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Submitted 11 March, 2022; v1 submitted 14 November, 2021;
originally announced November 2021.
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Measurement of scintillation response of CsI[Na] to low-energy nuclear recoils by COHERENT
Authors:
D. Akimov,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
I. Bernardi,
M. A. Blackston,
C. Bock,
A. Bolozdynya,
J. Browning,
B. Cabrera-Palmer,
D. Chernyak,
E. Conley,
J. Daughhetee,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
A. Gallo Rosso,
A. Galindo-Uribarri,
M. P. Green
, et al. (52 additional authors not shown)
Abstract:
We present results of several measurements of CsI[Na] scintillation response to 3-60 keV energy nuclear recoils performed by the COHERENT collaboration using tagged neutron elastic scattering experiments and an endpoint technique. Earlier results, used to estimate the coherent elastic neutrino-nucleus scattering (CEvNS) event rate for the first observation of this process achieved by COHERENT at t…
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We present results of several measurements of CsI[Na] scintillation response to 3-60 keV energy nuclear recoils performed by the COHERENT collaboration using tagged neutron elastic scattering experiments and an endpoint technique. Earlier results, used to estimate the coherent elastic neutrino-nucleus scattering (CEvNS) event rate for the first observation of this process achieved by COHERENT at the Spallation Neutron Source (SNS), have been reassessed. We discuss corrections for the identified systematic effects and update the respective uncertainty values. The impact of updated results on future precision tests of CEvNS is estimated. We scrutinize potential systematic effects that could affect each measurement. In particular we confirm the response of the H11934-200 Hamamatsu photomultiplier tube (PMT) used for the measurements presented in this study to be linear in the relevant signal scale region.
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Submitted 6 October, 2022; v1 submitted 3 November, 2021;
originally announced November 2021.
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MiniBooNE Data Releases
Authors:
A. A. Aguilar-Arevalo,
B. C. Brown,
J. M. Conrad,
R. Dharmapalan,
A. Diaz,
Z. Djurcic,
D. A. Finley,
R. Ford,
G. T. Garvey,
S. Gollapinni,
A. Hourlier,
E. -C. Huang,
N. W. Kamp,
G. Karagiorgi,
T. Katori,
T. Kobilarcik,
K. Lin,
W. C. Louis,
C. Mariani,
W. Marsh,
G. B. Mills,
J. Mirabal-Martinez,
C. D. Moore,
R. H. Nelson,
J. Nowak
, et al. (16 additional authors not shown)
Abstract:
The MiniBooNE experiment has provided data releases for most publications. Occasionally it is necessary to move data release pages. This document provides a single point of reference that will be updated by the collaboration to point to the present location of the MiniBooNE data releases.
The MiniBooNE experiment has provided data releases for most publications. Occasionally it is necessary to move data release pages. This document provides a single point of reference that will be updated by the collaboration to point to the present location of the MiniBooNE data releases.
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Submitted 25 October, 2021;
originally announced October 2021.
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Measurement of inclusive charged-current $ν_{\numu}$ scattering on hydrocarbon at {<Enu>} 6 GeV with low three-momentum transfer
Authors:
M. V. Ascencio,
D. A. Andrade,
I. Mahbub,
Z. Ahmad Dar,
F. Akbar,
A. Bashyal,
S. Bender,
A. Bercellie,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
K. Bonin,
H. Budd,
T. Cai,
M. F. Carneiro,
G. A. Diaz,
H. da Motta,
J. Felix,
L. Fields,
A. Filkins,
R. Fine,
N. Fuad,
A. M. Gago,
H. Gallagher,
A. Ghosh
, et al. (41 additional authors not shown)
Abstract:
The \minerva experiment reports double-differential cross-section measurements for $ν_μ$-carbon interactions with three-momentum transfer $|\vec{q}| < 1.2$ GeV obtained with medium energy exposures in the NuMI beam. These measurements are performed as a function of the three-momentum transfer and an energy transfer estimator called the available energy defined as the energy that would be visible i…
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The \minerva experiment reports double-differential cross-section measurements for $ν_μ$-carbon interactions with three-momentum transfer $|\vec{q}| < 1.2$ GeV obtained with medium energy exposures in the NuMI beam. These measurements are performed as a function of the three-momentum transfer and an energy transfer estimator called the available energy defined as the energy that would be visible in the detector. The double differential cross sections are compared to the GENIE and NuWro predictions along with the modified version of GENIE which incorporates new models for better agreement with earlier measurements from MINERvA. In these measurements, the quasi-elastic, resonance, and multi-nucleon knockout processes appear at different kinematics in this two-dimensional space. The results can be used to improve models for neutrino interactions needed by neutrino oscillation experiments.
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Submitted 25 July, 2022; v1 submitted 25 October, 2021;
originally announced October 2021.
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HARPS: An Online POMDP Framework for Human-Assisted Robotic Planning and Sensing
Authors:
Luke Burks,
Hunter M. Ray,
Jamison McGinley,
Sousheel Vunnam,
Nisar Ahmed
Abstract:
Autonomous robots can benefit greatly from human-provided semantic characterizations of uncertain task environments and states. However, the development of integrated strategies which let robots model, communicate, and act on such 'soft data' remains challenging. Here, the Human Assisted Robotic Planning and Sensing (HARPS) framework is presented for active semantic sensing and planning in human-r…
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Autonomous robots can benefit greatly from human-provided semantic characterizations of uncertain task environments and states. However, the development of integrated strategies which let robots model, communicate, and act on such 'soft data' remains challenging. Here, the Human Assisted Robotic Planning and Sensing (HARPS) framework is presented for active semantic sensing and planning in human-robot teams to address these gaps by formally combining the benefits of online sampling-based POMDP policies, multimodal semantic interaction, and Bayesian data fusion. This approach lets humans opportunistically impose model structure and extend the range of semantic soft data in uncertain environments by sketching and labeling arbitrary landmarks across the environment. Dynamic updating of the environment model while during search allows robotic agents to actively query humans for novel and relevant semantic data, thereby improving beliefs of unknown environments and states for improved online planning. Simulations of a UAV-enabled target search application in a large-scale partially structured environment show significant improvements in time and belief state estimates required for interception versus conventional planning based solely on robotic sensing. Human subject studies in the same environment (n = 36) demonstrate an average doubling in dynamic target capture rate compared to the lone robot case, and highlight the robustness of active probabilistic reasoning and semantic sensing over a range of user characteristics and interaction modalities.
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Submitted 28 March, 2023; v1 submitted 19 October, 2021;
originally announced October 2021.
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Measurement of the Coherent Elastic Neutrino-Nucleus Scattering Cross Section on CsI by COHERENT
Authors:
D. Akimov,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
I. Bernardi,
M. A. Blackston,
C. Bock,
A. Bolozdynya,
J. Browning,
B. Cabrera-Palmer,
D. Chernyak,
E. Conley,
J. Daughhetee,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
A. Gallo Rosso,
A. Galindo-Uribarri,
M. P. Green
, et al. (51 additional authors not shown)
Abstract:
We measured the cross section of coherent elastic neutrino-nucleus scattering (\cevns{}) using a CsI[Na] scintillating crystal in a high flux of neutrinos produced at the Spallation Neutron Source (SNS) at Oak Ridge National Laboratory. New data collected before detector decommissioning has more than doubled the dataset since the first observation of \cevns{}, achieved with this detector. Systemat…
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We measured the cross section of coherent elastic neutrino-nucleus scattering (\cevns{}) using a CsI[Na] scintillating crystal in a high flux of neutrinos produced at the Spallation Neutron Source (SNS) at Oak Ridge National Laboratory. New data collected before detector decommissioning has more than doubled the dataset since the first observation of \cevns{}, achieved with this detector. Systematic uncertainties have also been reduced with an updated quenching model, allowing for improved precision. With these analysis improvements, the COHERENT collaboration determined the cross section to be $(165^{+30}_{-25})\times10^{-40}$~cm$^2$, consistent with the standard model, giving the most precise measurement of \cevns{} yet. The timing structure of the neutrino beam has been exploited to compare the \cevns{} cross section from scattering of different neutrino flavors. This result places leading constraints on neutrino non-standard interactions while testing lepton flavor universality and measures the weak mixing angle as $\sin^2θ_{W}=0.220^{+0.028}_{-0.026}$ at $Q^2\approx(50\text{ MeV})^2$
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Submitted 2 June, 2022; v1 submitted 14 October, 2021;
originally announced October 2021.
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First Leptophobic Dark Matter Search from Coherent CAPTAIN-Mills
Authors:
A. A. Aguilar-Arevalo,
D. S. M. Alves,
S. Biedron,
J. Boissevain,
M. Borrego,
M. Chavez-Estrada,
A. Chavez,
J. M. Conrad,
R. L. Cooper,
A. Diaz,
J. R. Distel,
J. C. D'Olivo,
E. Dunton,
B. Dutta,
A. Elliott,
D. Evans,
D. Fields,
J. Greenwood,
M. Gold,
J. Gordon,
E. Guarincerri,
E. C. Huang,
N. Kamp,
C. Kelsey,
K. Knickerbocker
, et al. (26 additional authors not shown)
Abstract:
We report the first results of a search for leptophobic dark matter (DM) from the Coherent CAPTAIN-Mills (CCM) liquid argon (LAr) detector. An engineering run with 120 photomultiplier tubes (PMTs) and $17.9 \times 10^{20}$ protons-on-target (POT) was performed in Fall 2019 to study the characteristics of the CCM detector. The operation of this 10-ton detector was strictly light-based with a thresh…
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We report the first results of a search for leptophobic dark matter (DM) from the Coherent CAPTAIN-Mills (CCM) liquid argon (LAr) detector. An engineering run with 120 photomultiplier tubes (PMTs) and $17.9 \times 10^{20}$ protons-on-target (POT) was performed in Fall 2019 to study the characteristics of the CCM detector. The operation of this 10-ton detector was strictly light-based with a threshold of 50 keV and used coherent elastic scattering off argon nuclei to detect DM. Despite only 1.5 months of accumulated luminosity, contaminated LAr, and non-optimized shielding, CCM's first engineering run already achieved sensitivity to previously unexplored parameter space of light dark matter (LDM) models with a baryonic vector portal. With an expected background of 115,005 events, we observe 115,005+16.5 events which is compatible with background expectations. For a benchmark mediator-to-dark matter mass ratio of $m_{_{V_B}}/m_χ=2.1$, DM masses within the range $9\,\text{MeV} \lesssim m_χ\lesssim 50\,\text{MeV}$ have been excluded at 90% C.L. in the leptophobic model after applying the Feldman-Cousins test statistic. CCM's upgraded run with 200 PMTs, filtered LAr, improved shielding, and ten times more POT will be able to exclude the remaining thermal relic density parameter space of this model, as well as probe new parameter space of other leptophobic DM models.
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Submitted 19 May, 2022; v1 submitted 28 September, 2021;
originally announced September 2021.
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Simulating the neutrino flux from the Spallation Neutron Source for the COHERENT experiment
Authors:
COHERENT Collaboration,
D. Akimov,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
I. Bernardi,
M. A. Blackston,
C. Bock,
A. Bolozdynya,
J. Browning,
B. Cabrera-Palmer,
D. Chernyak,
E. Conley,
J. Daughhetee,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
J. Galambos,
A. Gallo Rosso
, et al. (58 additional authors not shown)
Abstract:
The Spallation Neutron Source (SNS) at Oak Ridge National Laboratory is a pulsed source of neutrons and, as a byproduct of this operation, an intense source of pulsed neutrinos via stopped-pion decay. The COHERENT collaboration uses this source to investigate coherent elastic neutrino-nucleus scattering and other physics with a suite of detectors. This work includes a description of our Geant4 sim…
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The Spallation Neutron Source (SNS) at Oak Ridge National Laboratory is a pulsed source of neutrons and, as a byproduct of this operation, an intense source of pulsed neutrinos via stopped-pion decay. The COHERENT collaboration uses this source to investigate coherent elastic neutrino-nucleus scattering and other physics with a suite of detectors. This work includes a description of our Geant4 simulation of neutrino production at the SNS and the flux calculation which informs the COHERENT studies. We estimate the uncertainty of this calculation at about 10% based on validation against available low-energy pion production data.
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Submitted 29 March, 2022; v1 submitted 22 September, 2021;
originally announced September 2021.
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Evaluation of imputation techniques with varying percentage of missing data
Authors:
Seema Sangari,
Herman E. Ray
Abstract:
Missing data is a common problem which has consistently plagued statisticians and applied analytical researchers. While replacement methods like mean-based or hot deck imputation have been well researched, emerging imputation techniques enabled through improved computational resources have had limited formal assessment. This study formally considers five more recently developed imputation methods:…
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Missing data is a common problem which has consistently plagued statisticians and applied analytical researchers. While replacement methods like mean-based or hot deck imputation have been well researched, emerging imputation techniques enabled through improved computational resources have had limited formal assessment. This study formally considers five more recently developed imputation methods: Amelia, Mice, mi, Hmisc and missForest - compares their performances using RMSE against actual values and against the well-established mean-based replacement approach. The RMSE measure was consolidated by method using a ranking approach. Our results indicate that the missForest algorithm performed best and the mi algorithm performed worst.
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Submitted 9 September, 2021;
originally announced September 2021.
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Quality control tests of the front-end optical link components for the ATLAS Liquid Argon Calorimeter Phase-1 upgrade
Authors:
B. Deng,
J. Thomas,
L. Zhang,
E. Baker,
A. Barsallo,
M. L. Bleile,
C. Chen,
I. Cohen,
E. Cruda,
J. Fang,
N. Feng,
D. Gong,
S. Hou,
X. Huang,
T. Lozano-Brown,
C. Liu,
T. Liu,
A. Muhammad,
L. A. Murphy,
P. M. Price,
J. H. Ray,
C. Rhoades,
A. H. Santhi,
D. Sela,
H. Sun
, et al. (7 additional authors not shown)
Abstract:
We present the procedures and results of the quality control tests for the front-end optical link components in the ATLAS Liquid Argon Calorimeter Phase-1 upgrade. The components include a Vertical-Cavity Surface-Emitting Laser (VCSEL) driver ASIC LOCld, custom optical transmitter/transceiver modules MTx/MTRx, and a transmitter ASIC LOCx2. LOCld, MTx, and LOCx2 each contain two channels with the s…
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We present the procedures and results of the quality control tests for the front-end optical link components in the ATLAS Liquid Argon Calorimeter Phase-1 upgrade. The components include a Vertical-Cavity Surface-Emitting Laser (VCSEL) driver ASIC LOCld, custom optical transmitter/transceiver modules MTx/MTRx, and a transmitter ASIC LOCx2. LOCld, MTx, and LOCx2 each contain two channels with the same structure, while MTRx has a transmitter channel and a receiver channel. Each channel is tested at 5.12 Gbps. A total of 5341 LOCld chips, 3275 MTx modules, 797 MTRx modules, and 3198 LOCx2 chips are qualified. The yields are 73.9%, 98.0%, 98.4%, and 61.9% for LOCld, LOCx2, MTx, and MTRx, respectively.
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Submitted 9 August, 2021;
originally announced August 2021.
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Exploring Neutrino-Nucleus Interactions in the GeV Regime using MINERvA
Authors:
X. -G. Lu,
Z. Ahmad Dar,
F. Akbar,
D. A. Andrade,
M. V. Ascencio,
G. D. Barr,
A. Bashyal,
L. Bellantoni,
A. Bercellie,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
H. Budd,
G. Caceres,
T. Cai,
M. F. Carneiro,
H. da Motta,
G. A. Diaz,
J. Felix,
L. Fields,
A. Filkins,
R. Fine,
A. M. Gago,
H. Gallagher,
S. M. Gilligan
, et al. (42 additional authors not shown)
Abstract:
With the advance of particle accelerator and detector technologies, the neutrino physics landscape is rapidly expanding. As neutrino oscillation experiments enter the intensity and precision frontiers, neutrino-nucleus interaction measurements are providing crucial input. MINERvA is an experiment at Fermilab dedicated to the study of neutrino-nucleus interactions in the regime of incident neutrino…
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With the advance of particle accelerator and detector technologies, the neutrino physics landscape is rapidly expanding. As neutrino oscillation experiments enter the intensity and precision frontiers, neutrino-nucleus interaction measurements are providing crucial input. MINERvA is an experiment at Fermilab dedicated to the study of neutrino-nucleus interactions in the regime of incident neutrino energies from one to few GeV. The experiment recorded neutrino and antineutrino scattering data with the NuMI beamline from 2009 to 2019 using the Low-Energy and Medium-Energy beams that peak at 3 GeV and 6 GeV, respectively. This article reviews the broad spectrum of interesting nuclear and particle physics that MINERvA investigations have illuminated. The newfound, detailed knowledge of neutrino interactions with nuclear targets thereby obtained is proving essential to continued progress in the neutrino physics sector.
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Submitted 30 October, 2021; v1 submitted 5 July, 2021;
originally announced July 2021.
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Constraining the NuMI neutrino flux using inverse muon decay reactions in MINERvA
Authors:
D. Ruterbories,
Z. Ahmad Dar,
F. Akbar,
M. V. Ascencio,
A. Bashyal,
A. Bercellie,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
A. Bravar,
H. Budd,
G. Caceres,
T. Cai,
M. F. Carneiro,
G. A. DÍaz,
H. da Motta,
J. Felix,
L. Fields,
A. Filkins,
R. Fine,
A. M. Gago,
H. Gallagher,
A. Ghosh,
R. Gran,
D. A. Harris
, et al. (39 additional authors not shown)
Abstract:
Inverse muon decay, $ν_μe^-\toμ^-ν_e$, is a reaction whose cross-section can be predicted with very small uncertainties. It has a neutrino energy threshold of $\approx 11$ GeV and can be used to constrain the high-energy part of the flux in the NuMI neutrino beam. This reaction is the dominant source of events which only contain high-energy muons nearly parallel to the direction of the neutrino be…
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Inverse muon decay, $ν_μe^-\toμ^-ν_e$, is a reaction whose cross-section can be predicted with very small uncertainties. It has a neutrino energy threshold of $\approx 11$ GeV and can be used to constrain the high-energy part of the flux in the NuMI neutrino beam. This reaction is the dominant source of events which only contain high-energy muons nearly parallel to the direction of the neutrino beam. We have isolated a sample of hundreds of such events in neutrino and anti-neutrino enhanced beams, and have constrained the predicted high-energy flux.
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Submitted 23 November, 2021; v1 submitted 2 July, 2021;
originally announced July 2021.
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Measurement of inclusive charged-current $ν_μ$ cross sections as a function of muon kinematics at $<E_ν>\sim6~GeV$ on hydrocarbon
Authors:
D. Ruterbories,
A. Filkins,
Z. Ahmad Dar,
F. Akbar,
D. A. Andrade,
M. V. Ascencio,
A. Bashyal,
L. Bellantoni,
A. Bercellie,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
A. Bravar,
H. Budd,
G. Caceres,
T. Cai,
M. F. Carneiro,
G. A. Díaz,
H. da Motta,
S. A. Dytman,
J. Felix,
L. Fields,
A. M. Gago,
H. Gallagher,
R. Gran
, et al. (38 additional authors not shown)
Abstract:
MINERvA presents a new analysis of inclusive charged-current neutrino interactions on a hydrocarbon target. We report single and double-differential cross sections in muon transverse and longitudinal momentum. These measurements are compared to neutrino interaction generator predictions from GENIE, NuWro, GiBUU, and NEUT. In addition, comparisons against models with different treatments of multi-n…
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MINERvA presents a new analysis of inclusive charged-current neutrino interactions on a hydrocarbon target. We report single and double-differential cross sections in muon transverse and longitudinal momentum. These measurements are compared to neutrino interaction generator predictions from GENIE, NuWro, GiBUU, and NEUT. In addition, comparisons against models with different treatments of multi-nucleon correlations, nuclear effects, resonant pion production, and deep inelastic scattering are presented. The data recorded corresponds to $10.61\times10^{20}$ protons on target with a peak neutrino energy of approximately 6 GeV. The higher energy and larger statistics of these data extend the kinematic range for model testing beyond previous MINERvA inclusive charged-current measurements. The results are not well modeled by several generator predictions using a variety of input models.
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Submitted 2 November, 2022; v1 submitted 30 June, 2021;
originally announced June 2021.
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First Dark Matter Search Results From Coherent CAPTAIN-Mills
Authors:
A. A. Aguilar-Arevalo,
S. Biedron,
J. Boissevain,
M. Borrego,
M. Chavez-Estrada,
A. Chavez,
J. M. Conrad,
R. L. Cooper,
A. Diaz,
J. R. Distel,
J. D'Olivo,
E. Dunton,
B. Dutta,
A. Elliott,
D. Evans,
D. Fields,
J. Greenwood,
M. Gold,
J. Gordon,
E. D. Guarincerri,
E. C. Huang,
N. Kamp,
C. Kelsey,
K. Knickerbocker,
R. Lake
, et al. (25 additional authors not shown)
Abstract:
This paper describes the operation of the Coherent CAPTAIN-Mills (CCM) detector located at the Lujan Neutron Science Center (LANSCE) at Los Alamos National Laboratory (LANL). CCM is a 10-ton liquid argon (LAr) detector located 20 meters from a high flux neutron/neutrino source and is designed to search for sterile neutrinos ($ν_s$) and light dark matter (LDM). An engineering run was performed in F…
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This paper describes the operation of the Coherent CAPTAIN-Mills (CCM) detector located at the Lujan Neutron Science Center (LANSCE) at Los Alamos National Laboratory (LANL). CCM is a 10-ton liquid argon (LAr) detector located 20 meters from a high flux neutron/neutrino source and is designed to search for sterile neutrinos ($ν_s$) and light dark matter (LDM). An engineering run was performed in Fall 2019 to study the characteristics of the CCM120 detector by searching for coherent scattering signals consistent with $ν_s$'s and LDM resulting from $π^+$ and $π^0$ decays in the tungsten target. New parameter space in a leptophobic dark matter model was excluded for DM masses between $\sim2.0$ and 30 MeV. The lessons learned from this run have guided the development and construction of the new CCM200 detector that will begin operations in 2021 and significantly improve on these searches.
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Submitted 19 May, 2022; v1 submitted 28 May, 2021;
originally announced May 2021.
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The JSNS^2 Detector
Authors:
S. Ajimura,
M. Botran,
J. H. Choi,
J. W. Choi,
M. K. Cheoun,
T. Dodo,
H. Furuta,
J. Goh,
K. Haga,
M. Harada,
S. Hasegawa,
Y. Hino,
T. Hiraiwa,
H. I. Jang,
J. S. Jang,
M. C. Jang,
H. Jeon,
S. Jeon,
K. K. Joo,
J. R. Jordan,
D. E. Jung,
S. K. Kang,
Y. Kasugai,
T. Kawasaki,
E. J. Kim
, et al. (41 additional authors not shown)
Abstract:
The JSNS^2 (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) experiment aims to search for oscillations involving a sterile neutrino in the eV^2 mass-splitting range. The experiment will search for the appearance of electron antineutrinos oscillated from muon antineutrinos. The electron antineutrinos are detected via the inverse beta decay process using a liquid scintillator det…
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The JSNS^2 (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) experiment aims to search for oscillations involving a sterile neutrino in the eV^2 mass-splitting range. The experiment will search for the appearance of electron antineutrinos oscillated from muon antineutrinos. The electron antineutrinos are detected via the inverse beta decay process using a liquid scintillator detector. A 1MW beam of 3 GeV protons incident on a spallation neutron target produces an intense and pulsed neutrino source from pion, muon, and kaon decay at rest. The JSNS^2 detector is located 24 m away from the neutrino source and began operation from June 2020. The detector contains 17 tonnes of gadolinium (Gd) loaded liquid scintillator (LS) in an acrylic vessel, as a neutrino target. It is surrounded by 31 tonnes of unloaded LS in a stainless steel tank. Optical photons produced in LS are viewed by 120 R7081 Hamamatsu 10-inch Photomultiplier Tubes (PMTs). In this paper, we describe the JSNS^2 detector design, construction, and operation.
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Submitted 24 August, 2021; v1 submitted 27 April, 2021;
originally announced April 2021.
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A D$_{2}$O detector for flux normalization of a pion decay-at-rest neutrino source
Authors:
COHERENT Collaboration,
D. Akimov,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
I. Bernardi,
M. A. Blackston,
L. Blokland,
A. Bolozdynya,
B. Cabrera-Palmer,
D. Chernyak,
E. Conley,
J. Daughhetee,
E. Day,
J. Detwiler,
K. Ding,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
A. Gallo Rosso,
A. Galindo-Uribarri
, et al. (54 additional authors not shown)
Abstract:
We report on the technical design and expected performance of a 592 kg heavy-water-Cherenkov detector to measure the absolute neutrino flux from the pion-decay-at-rest neutrino source at the Spallation Neutron Source (SNS) at Oak Ridge National Laboratory (ORNL). The detector will be located roughly 20 m from the SNS target and will measure the neutrino flux with better than 5% statistical uncerta…
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We report on the technical design and expected performance of a 592 kg heavy-water-Cherenkov detector to measure the absolute neutrino flux from the pion-decay-at-rest neutrino source at the Spallation Neutron Source (SNS) at Oak Ridge National Laboratory (ORNL). The detector will be located roughly 20 m from the SNS target and will measure the neutrino flux with better than 5% statistical uncertainty in 2 years. This heavy-water detector will serve as the first module of a two-module detector system to ultimately measure the neutrino flux to 2-3% at both the First Target Station and the planned Second Target Station of the SNS. This detector will significantly reduce a dominant systematic uncertainty for neutrino cross-section measurements at the SNS, increasing the sensitivity of searches for new physics.
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Submitted 25 August, 2021; v1 submitted 19 April, 2021;
originally announced April 2021.
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Use of Neutrino Scattering Events with Low Hadronic Recoil to Inform Neutrino Flux and Detector Energy Scale
Authors:
A. Bashyal,
D. Rimal,
B. Messerly,
Z. Ahmad Dar,
F. Akbar,
M. V. Ascencio,
A. Bercellie,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
A. Bravar,
H. Budd,
G. Caceres,
T. Cai,
M. F. Carneiro,
H. da Motta,
S. A. Dytman,
G. A. Díaz,
J. Felix,
L. Fields,
A. Filkins,
R. Fine,
A. M. Gago,
H. Gallagher,
A. Ghosh
, et al. (38 additional authors not shown)
Abstract:
Charged-current neutrino interactions with low hadronic recoil ("low-nu") have a cross-section that is approximately constant versus neutrino energy. These interactions have been used to measure the shape of neutrino fluxes as a function of neutrino energy at accelerator-based neutrino experiments such as CCFR, NuTeV, MINOS and MINERvA. In this paper, we demonstrate that low-nu events can be used…
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Charged-current neutrino interactions with low hadronic recoil ("low-nu") have a cross-section that is approximately constant versus neutrino energy. These interactions have been used to measure the shape of neutrino fluxes as a function of neutrino energy at accelerator-based neutrino experiments such as CCFR, NuTeV, MINOS and MINERvA. In this paper, we demonstrate that low-nu events can be used to measure parameters of neutrino flux and detector models and that utilization of event distributions over the upstream detector face can discriminate among parameters that affect the neutrino flux model. From fitting a large sample of low-nu events obtained by exposing MINERvA to the NuMI medium-energy beam, we find that the best-fit flux parameters are within their a priori uncertainties, but the energy scale of muons reconstructed in the MINOS detector is shifted by 3.6% (or 1.8 times the a priori uncertainty on that parameter). These fit results are now used in all MINERvA cross-section measurements, and this technique can be applied by other experiments operating at MINERvA energies, such as DUNE.
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Submitted 17 May, 2022; v1 submitted 12 April, 2021;
originally announced April 2021.
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An Error Analysis Toolkit for Binned Counting Experiments
Authors:
B. Messerly,
R. Fine,
A. Olivier,
Z. Ahmad Dar,
F. Akbar,
M. V. Ascencio,
A. Bashyal,
L. Bellantoni,
A. Bercellie,
J. L. Bonilla,
G. Caceres,
T. Cai,
M. F. Carneiro,
G. A. Díaz,
J. Felix,
L. Fields,
A. Filkins,
A. Ghosh,
S. Gilligan,
R. Gran,
H. Haider,
D. A. Harris,
S. Henry,
S. Jena,
D. Jena
, et al. (20 additional authors not shown)
Abstract:
We introduce the MINERvA Analysis Toolkit (MAT), a utility for centralizing the handling of systematic uncertainties in HEP analyses. The fundamental utilities of the toolkit are the MnvHnD, a powerful histogram container class, and the systematic Universe classes, which provide a modular implementation of the many universe error analysis approach. These products can be used stand-alone or as part…
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We introduce the MINERvA Analysis Toolkit (MAT), a utility for centralizing the handling of systematic uncertainties in HEP analyses. The fundamental utilities of the toolkit are the MnvHnD, a powerful histogram container class, and the systematic Universe classes, which provide a modular implementation of the many universe error analysis approach. These products can be used stand-alone or as part of a complete error analysis prescription. They support the propagation of systematic uncertainty through all stages of analysis, and provide flexibility for an arbitrary level of user customization. This extensible solution to error analysis enables the standardization of systematic uncertainty definitions across an experiment and a transparent user interface to lower the barrier to entry for new analyzers.
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Submitted 15 March, 2021;
originally announced March 2021.
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Neutral pion reconstruction using machine learning in the MINERvA experiment at $\langle E_ν\rangle \sim 6$ GeV
Authors:
A. Ghosh,
B. Yaeggy,
R. Galindo,
Z. Ahmad Dar,
F. Akbar,
M. V. Ascencio,
A. Bashyal,
A. Bercellie,
J. L. Bonilla,
G. Caceres,
T. Cai,
M. F. Carneiro,
H. da Motta,
G. A. Díaz,
J. Felix,
A. Filkins,
R. Fine,
A. M. Gago,
T. Golan,
R. Gran,
D. A. Harris,
S. Henry,
S. Jena,
D. Jena,
J. Kleykamp
, et al. (31 additional authors not shown)
Abstract:
This paper presents a novel neutral-pion reconstruction that takes advantage of the machine learning technique of semantic segmentation using MINERvA data collected between 2013-2017, with an average neutrino energy of $6$ GeV. Semantic segmentation improves the purity of neutral pion reconstruction from two gammas from 71\% to 89\% and improves the efficiency of the reconstruction by approximatel…
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This paper presents a novel neutral-pion reconstruction that takes advantage of the machine learning technique of semantic segmentation using MINERvA data collected between 2013-2017, with an average neutrino energy of $6$ GeV. Semantic segmentation improves the purity of neutral pion reconstruction from two gammas from 71\% to 89\% and improves the efficiency of the reconstruction by approximately 40\%. We demonstrate our method in a charged current neutral pion production analysis where a single neutral pion is reconstructed. This technique is applicable to modern tracking calorimeters, such as the new generation of liquid-argon time projection chambers, exposed to neutrino beams with $\langle E_ν\rangle$ between 1-10 GeV. In such experiments it can facilitate the identification of ionization hits which are associated with electromagnetic showers, thereby enabling improved reconstruction of charged-current $ν_e$ events arising from $ν_μ \rightarrow ν_{e}$ appearance.
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Submitted 10 April, 2022; v1 submitted 11 March, 2021;
originally announced March 2021.
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Proposal: JSNS$^2$-II
Authors:
S. Ajimura,
M. Botran,
J. H. Choi,
J. W. Choi,
M. K. Cheoun,
T. Dodo,
H. Furuta,
J. Goh,
K. Haga,
M. Harada,
S. Hasegawa,
Y. Hino,
T. Hiraiwa,
H. I. Jang,
J. S. Jang,
M. C. Jang,
H. Jeon,
S. Jeon,
K. K. Joo,
J. R. Jordan,
D. EJung,
S. K. Kang,
Y. Kasugai,
T. Kawasaki,
E. J. Kim
, et al. (42 additional authors not shown)
Abstract:
This article describes the goal and expected sensitivity of the JSNS$^2$-II experiment at J-PARC Materials and Life Science Experimental Facility (MLF). The JSNS$^2$-II experiment is the second phase of the JSNS$^2$ experiment (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) with two detectors which are located in 24 m (an existing detector) and 48 m (new one) baselines to impr…
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This article describes the goal and expected sensitivity of the JSNS$^2$-II experiment at J-PARC Materials and Life Science Experimental Facility (MLF). The JSNS$^2$-II experiment is the second phase of the JSNS$^2$ experiment (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) with two detectors which are located in 24 m (an existing detector) and 48 m (new one) baselines to improve the sensitivity of the search for sterile neutrinos, especially in the low $Δm^2$ region, which has been indicated by the global fit of the appearance mode. The new second detector has a similar structure as the existing JSNS$^2$ detector, which is already working. To compensate for the reduction of the neutrino flux due to the distance from the mercury target, the target mass of the Gd-loaded liquid scintillator which is the Linear AlkylBenzene (LAB) based liquid scintillator inside the acrylic vessel is 35 tons. To keep the same photo-coverage of the detector as the first detector, we will surround the acrylic vessel with 240 PMTs. With this experimental setup and 5 years (times 1 MW beam power) exposure, the sensitivity of the JSNS$^2$-II is significantly improved compared to the current JSNS$^2$, especially in the low $Δm^2$ oscillation parameter region. The JSNS$^2$-II can also confirm or refute the most of the oscillation parameters' space preferred by the previous experiments with 3 sigma C.L.. Considering these situations and world wide status of the sterile neutrino searches, we are eager to start the data taking with the two detector configuration from 2023. The fund to build the second detector was already secured.
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Submitted 19 December, 2020;
originally announced December 2020.
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Cosmic Background Removal with Deep Neural Networks in SBND
Authors:
SBND Collaboration,
R. Acciarri,
C. Adams,
C. Andreopoulos,
J. Asaadi,
M. Babicz,
C. Backhouse,
W. Badgett,
L. Bagby,
D. Barker,
V. Basque,
M. C. Q. Bazetto,
M. Betancourt,
A. Bhanderi,
A. Bhat,
C. Bonifazi,
D. Brailsford,
A. G. Brandt,
T. Brooks,
M. F. Carneiro,
Y. Chen,
H. Chen,
G. Chisnall,
J. I. Crespo-Anadón,
E. Cristaldo
, et al. (106 additional authors not shown)
Abstract:
In liquid argon time projection chambers exposed to neutrino beams and running on or near surface levels, cosmic muons and other cosmic particles are incident on the detectors while a single neutrino-induced event is being recorded. In practice, this means that data from surface liquid argon time projection chambers will be dominated by cosmic particles, both as a source of event triggers and as t…
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In liquid argon time projection chambers exposed to neutrino beams and running on or near surface levels, cosmic muons and other cosmic particles are incident on the detectors while a single neutrino-induced event is being recorded. In practice, this means that data from surface liquid argon time projection chambers will be dominated by cosmic particles, both as a source of event triggers and as the majority of the particle count in true neutrino-triggered events. In this work, we demonstrate a novel application of deep learning techniques to remove these background particles by applying semantic segmentation on full detector images from the SBND detector, the near detector in the Fermilab Short-Baseline Neutrino Program. We use this technique to identify, at single image-pixel level, whether recorded activity originated from cosmic particles or neutrino interactions.
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Submitted 19 April, 2021; v1 submitted 2 December, 2020;
originally announced December 2020.
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Development of a $^{83\mathrm{m}}$Kr source for the calibration of the CENNS-10 Liquid Argon Detector
Authors:
COHERENT Collaboration,
D. Akimov,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
I. Bernardi,
M. A. Blackston,
L. Blokland,
A. Bolozdynya,
B. Cabrera-Palmer,
N. Chen,
D. Chernyak,
E. Conley,
J. Daughhetee,
M. del Valle Coello,
J. A. Detwiler,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
W. Fox,
A. Galindo-Uribarri
, et al. (55 additional authors not shown)
Abstract:
We report on the preparation of and calibration measurements with a $^{83\mathrm{m}}$Kr source for the CENNS-10 liquid argon detector. $^{83\mathrm{m}}$Kr atoms generated in the decay of a $^{83}$Rb source were introduced into the detector via injection into the Ar circulation loop. Scintillation light arising from the 9.4 keV and 32.1 keV conversion electrons in the decay of $^{83\mathrm{m}}$Kr i…
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We report on the preparation of and calibration measurements with a $^{83\mathrm{m}}$Kr source for the CENNS-10 liquid argon detector. $^{83\mathrm{m}}$Kr atoms generated in the decay of a $^{83}$Rb source were introduced into the detector via injection into the Ar circulation loop. Scintillation light arising from the 9.4 keV and 32.1 keV conversion electrons in the decay of $^{83\mathrm{m}}$Kr in the detector volume were then observed. This calibration source allows the characterization of the low-energy response of the CENNS-10 detector and is applicable to other low-energy-threshold detectors. The energy resolution of the detector was measured to be 9$\%$ at the total $^{83\mathrm{m}}$Kr decay energy of 41.5 keV. We performed an analysis to separately calibrate the detector using the two conversion electrons at 9.4 keV and 32.1 keV
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Submitted 27 January, 2021; v1 submitted 21 October, 2020;
originally announced October 2020.
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Why Older Adults (Don't) Use Password Managers
Authors:
Hirak Ray,
Flynn Wolf,
Ravi Kuber,
Adam J. Aviv
Abstract:
Password managers (PMs) are considered highly effective tools for increasing security, and a recent study by Pearman et al. (SOUPS'19) highlighted the motivations and barriers to adopting PMs. We expand these findings by replicating Pearman et al.'s protocol and interview instrument applied to a sample of strictly older adults (>60 years of age), as the prior work focused on a predominantly younge…
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Password managers (PMs) are considered highly effective tools for increasing security, and a recent study by Pearman et al. (SOUPS'19) highlighted the motivations and barriers to adopting PMs. We expand these findings by replicating Pearman et al.'s protocol and interview instrument applied to a sample of strictly older adults (>60 years of age), as the prior work focused on a predominantly younger cohort. We conducted n=26 semi-structured interviews with PM users, built-in browser/operating system PM users, and non-PM users. The average participant age was 70.4 years. Using the same codebook from Pearman et al., we showcase differences and similarities in PM adoption between the samples, including fears of a single point of failure and the importance of having control over one's private information. Meanwhile, older adults were found to have higher mistrust of cloud storage of passwords and cross-device synchronization. We also highlight PM adoption motivators for older adults, including the power of recommendations from family members and the importance of education and outreach to improve familiarity.
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Submitted 5 October, 2020;
originally announced October 2020.
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Cross sections for coherent elastic and inelastic neutrino-nucleus scattering
Authors:
N. Van Dessel,
V. Pandey,
H. Ray,
N. Jachowicz
Abstract:
The prospects of extracting new physics signals in coherent elastic neutrino--nucleus scattering (CE$ν$NS) processes are limited by the precision with which the underlying nuclear structure physics, embedded in the weak nuclear form factor, is known. We present calculations of charge and weak nuclear form factors and CE$ν$NS cross sections on $^{12}$C, $^{16}$O, $^{40}$Ar, $^{56}$Fe and $^{208}$Pb…
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The prospects of extracting new physics signals in coherent elastic neutrino--nucleus scattering (CE$ν$NS) processes are limited by the precision with which the underlying nuclear structure physics, embedded in the weak nuclear form factor, is known. We present calculations of charge and weak nuclear form factors and CE$ν$NS cross sections on $^{12}$C, $^{16}$O, $^{40}$Ar, $^{56}$Fe and $^{208}$Pb nuclei. We obtain the proton and neutron densities, and charge and weak form factors by solving Hartree--Fock (HF) equations with a Skyrme (SkE2) nuclear potential. We validate our approach by comparing $^{208}$Pb and $^{40}$Ar charge form factor predictions with available elastic electron scattering data. Since CE$ν$NS experiments at stopped--pion sources are also well suited to measure inelastic charged--current and neutral--current neutrino--nucleus cross sections, we also present calculations for these processes, incorporating a continuum Random Phase Approximation (CRPA) description on top of the HF-SkE2 picture of the nucleus. Providing both coherent as well as inelastic cross sections in a consistent framework, we aim at obtaining a reliable and detailed comparison of the strength of these processes in the energy region below ~100 MeV. Furthermore, we attempt to gauge the level of theoretical uncertainty pertaining to the description of the $^{40}$Ar form factor and CE$ν$NS cross sections by comparing relative differences between recent microscopic nuclear theory and widely--used phenomenological form factor predictions. Future precision measurements of CE$ν$NS will potentially help in constraining these nuclear structure details that will in turn improve prospects of extracting new physics.
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Submitted 26 April, 2023; v1 submitted 7 July, 2020;
originally announced July 2020.
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Updated MiniBooNE Neutrino Oscillation Results with Increased Data and New Background Studies
Authors:
MiniBooNE Collaboration,
A. A. Aguilar-Arevalo,
B. C. Brown,
J. M. Conrad,
R. Dharmapalan,
A. Diaz,
Z. Djurcic,
D. A. Finley,
R. Ford,
G. T. Garvey,
S. Gollapinni,
A. Hourlier,
E. C. Huang,
N. W. Kamp,
G. Karagiorgi,
T. Katori,
T. Kobilarcik,
K. Lin,
W. C. Louis,
C. Mariani,
W. Marsh,
G. B. Mills,
J. Mirabal-Martinez,
C. D. Moore,
R. H. Nelson
, et al. (17 additional authors not shown)
Abstract:
The MiniBooNE experiment at Fermilab reports a total excess of $638.0 \pm 132.8$ electron-like events ($4.8 σ$) from a data sample corresponding to $18.75 \times 10^{20}$ protons-on-target in neutrino mode, which is a 46\% increase in the data sample with respect to previously published results, and $11.27 \times 10^{20}$ protons-on-target in antineutrino mode. The additional statistics allow seve…
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The MiniBooNE experiment at Fermilab reports a total excess of $638.0 \pm 132.8$ electron-like events ($4.8 σ$) from a data sample corresponding to $18.75 \times 10^{20}$ protons-on-target in neutrino mode, which is a 46\% increase in the data sample with respect to previously published results, and $11.27 \times 10^{20}$ protons-on-target in antineutrino mode. The additional statistics allow several studies to address questions on the source of the excess. First, we provide two-dimensional plots in visible energy and cosine of the angle of the outgoing lepton, which can provide valuable input to models for the event excess. Second, we test whether the excess may arise from photons that enter the detector from external events or photons exiting the detector from $π^0$ decays in two model independent ways. Beam timing information shows that almost all of the excess is in time with neutrinos that interact in the detector. The radius distribution shows that the excess is distributed throughout the volume, while tighter cuts on the fiducal volume increase the significance of the excess. We conclude that models of the event excess based on entering and exiting photons are disfavored.
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Submitted 8 March, 2021; v1 submitted 30 June, 2020;
originally announced June 2020.
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COHERENT Collaboration data release from the first detection of coherent elastic neutrino-nucleus scattering on argon
Authors:
COHERENT Collaboration,
D. Akimov,
J. B. Albert,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
M. A. Blackston,
L. Blokland,
A. Bolozdynya,
B. Cabrera-Palmer,
N. Chen,
D. Chernyak,
E. Conley,
R. L. Cooper,
J. Daughhetee,
M. del Valle Coello,
J. A. Detwiler,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
W. Fox
, et al. (58 additional authors not shown)
Abstract:
Release of COHERENT collaboration data from the first detection of coherent elastic neutrino-nucleus scattering (CEvNS) on argon. This release corresponds with the results of "Analysis A" published in Akimov et al., arXiv:2003.10630 [nucl-ex]. Data is shared in a binned, text-based format representing both "signal" and "backgrounds" along with associated uncertainties such that the included data c…
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Release of COHERENT collaboration data from the first detection of coherent elastic neutrino-nucleus scattering (CEvNS) on argon. This release corresponds with the results of "Analysis A" published in Akimov et al., arXiv:2003.10630 [nucl-ex]. Data is shared in a binned, text-based format representing both "signal" and "backgrounds" along with associated uncertainties such that the included data can be used to perform independent analyses. This document describes the contents of the data release as well as guidance on the use of the data. Included example code in C++ (ROOT) and Python show one possible use of the included data.
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Submitted 29 July, 2020; v1 submitted 22 June, 2020;
originally announced June 2020.
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The JSNS$^{2}$ data acquisition system
Authors:
J. S. Park,
S. Ajimura,
M. Botran,
M. K. Cheoun,
J. H. Choi,
T. Dodo,
H. Furuta,
P. Gwak,
M. Harada,
S. Hasegawa,
Y. Hino,
T. Hiraiwa,
H. I. Jang,
J. S. Jang,
M. Jang,
H. Jeon,
S. Jeon,
K. K. Joo,
J. R. Jordan,
D. E. Jung,
S. K. Kang,
Y. Kasugai,
T. Kawasaki,
E. J. Kim,
J. Y. Kim
, et al. (36 additional authors not shown)
Abstract:
The JSNS$^{2}$ (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) experiment aims to search for neutrino oscillations over a 24 m short baseline at J-PARC. The JSNS$^{2}$ inner detector is filled with 17 tons of gadolinium(Gd)-loaded liquid scintillator (LS) with an additional 31 tons of unloaded LS in the intermediate $γ$-catcher and an optically separated outer veto volumes. A…
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The JSNS$^{2}$ (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) experiment aims to search for neutrino oscillations over a 24 m short baseline at J-PARC. The JSNS$^{2}$ inner detector is filled with 17 tons of gadolinium(Gd)-loaded liquid scintillator (LS) with an additional 31 tons of unloaded LS in the intermediate $γ$-catcher and an optically separated outer veto volumes. A total of 120 10-inch photomultiplier tubes observe the scintillating optical photons and each analog waveform is stored with the flash analog-to-digital converters. We present details of the data acquisition, processing, and data quality monitoring system. We also present two different trigger logics which are developed for the beam and self-trigger.
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Submitted 31 May, 2020;
originally announced June 2020.
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Performance of PMTs for the JSNS2 experiment
Authors:
J. S. Park,
H. Furuta,
T. Maruyama,
S. Monjushiro,
K. Nishikawa,
M. Taira,
J. S. Jang,
K. K. Joo,
J. Y. Kim,
I. T. Lim,
D. H. Moon,
J. H. Seo,
C. D. Shin,
A. Zohaib,
P. Gwak,
M. Jang,
S. Ajimura,
T. Hiraiwa,
T. Nakano,
M. Nomachi,
T. Shima,
Y. Sugaya,
M. K. Cheoun,
J. H. Choi,
M. Y. Pac
, et al. (36 additional authors not shown)
Abstract:
The JSNS$^{2}$ (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) experiment aims to search for neutrino oscillations over a 24\,m short baseline at J-PARC. The JSNS$^{2}$ inner detector is filled with 17 tons of gadolinium-loaded liquid scintillator (LS) and both the intermediate $γ$-catcher and the optically separated outer veto are filled with un-loaded LS. Optical photons fro…
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The JSNS$^{2}$ (J-PARC Sterile Neutrino Search at J-PARC Spallation Neutron Source) experiment aims to search for neutrino oscillations over a 24\,m short baseline at J-PARC. The JSNS$^{2}$ inner detector is filled with 17 tons of gadolinium-loaded liquid scintillator (LS) and both the intermediate $γ$-catcher and the optically separated outer veto are filled with un-loaded LS. Optical photons from scintillation are observed by 120 Photomultiplier Tubes (PMTs). A total of 130 PMTs for the JSNS2 experiment were both donated by other experiments and purchased from Hamamatsu. Donated PMTs were purchased around 10 years ago, therefore JSNS$^{2}$ did pre-calibration of the PMTs including the purchased PMTs. 123 PMTs demonstrated acceptable performance for the JSNS$^{2}$ experiment, and 120 PMTs were installed in the detector.
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Submitted 25 May, 2020; v1 submitted 4 May, 2020;
originally announced May 2020.
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Slow control and monitoring system at the JSNS$^{2}$
Authors:
J. S. Park,
S. Ajimura,
M. Botran,
J. H. Choi,
J. W. Choi,
M. K. Cheoun,
T. Dodo,
H. Furuta,
J. Goh,
M. Harada,
S. Hasegawa,
Y. Hino,
T. Hiraiwa,
H. I. Jang,
J. S. Jang,
M. C. Jang,
H. Jeon,
S. Jeon,
K. K. Joo,
J. R. Jordan,
D. E Jung,
S. K. Kang,
Y. Kasugai,
T. Kawasaki,
E. J. Kim
, et al. (37 additional authors not shown)
Abstract:
The JSNS$^2$ experiment is aimed to search for sterile neutrino oscillations using a neutrino beam from muon decays at rest. The JSNS$^2$ detector contains 17 tons of 0.1\% gadolinium (Gd) loaded liquid scintillator (LS) as a neutrino target. Detector construction was completed in the spring of 2020. A slow control and monitoring system (SCMS) was implemented for reliable control and quick monitor…
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The JSNS$^2$ experiment is aimed to search for sterile neutrino oscillations using a neutrino beam from muon decays at rest. The JSNS$^2$ detector contains 17 tons of 0.1\% gadolinium (Gd) loaded liquid scintillator (LS) as a neutrino target. Detector construction was completed in the spring of 2020. A slow control and monitoring system (SCMS) was implemented for reliable control and quick monitoring of the detector operational status and environmental conditions. It issues an alarm if any of the monitored parameters exceed a preset acceptable range. The SCMS monitors the high voltage (HV) of the photomultiplier tubes (PMTs), the LS level in the detector, possible LS overflow and leakage, the temperature and air pressure in the detector, the humidity of the experimental hall, and the LS flow rate during filling and extraction. An initial 10 days of data-taking with a neutrino beam was done following a successful commissioning of the detector and SCMS in June 2020. In this paper, we present a description of the assembly and installation of the SCMS and its performance.
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Submitted 7 April, 2021; v1 submitted 4 May, 2020;
originally announced May 2020.
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First Measurement of Coherent Elastic Neutrino-Nucleus Scattering on Argon
Authors:
COHERENT Collaboration,
D. Akimov,
J. B. Albert,
P. An,
C. Awe,
P. S. Barbeau,
B. Becker,
V. Belov,
M. A. Blackston,
L. Blokland,
A. Bolozdynya,
B. Cabrera-Palmer,
N. Chen,
D. Chernyak,
E. Conley,
R. L. Cooper,
J. Daughhetee,
M. del Valle Coello,
J. A. Detwiler,
M. R. Durand,
Y. Efremenko,
S. R. Elliott,
L. Fabris,
M. Febbraro,
W. Fox
, et al. (58 additional authors not shown)
Abstract:
We report the first measurement of coherent elastic neutrino-nucleus scattering (\cevns) on argon using a liquid argon detector at the Oak Ridge National Laboratory Spallation Neutron Source. Two independent analyses prefer \cevns over the background-only null hypothesis with greater than $3σ$ significance. The measured cross section, averaged over the incident neutrino flux, is (2.2 $\pm$ 0.7)…
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We report the first measurement of coherent elastic neutrino-nucleus scattering (\cevns) on argon using a liquid argon detector at the Oak Ridge National Laboratory Spallation Neutron Source. Two independent analyses prefer \cevns over the background-only null hypothesis with greater than $3σ$ significance. The measured cross section, averaged over the incident neutrino flux, is (2.2 $\pm$ 0.7) $\times$10$^{-39}$ cm$^2$ -- consistent with the standard model prediction. The neutron-number dependence of this result, together with that from our previous measurement on CsI, confirms the existence of the \cevns process and provides improved constraints on non-standard neutrino interactions.
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Submitted 15 February, 2021; v1 submitted 23 March, 2020;
originally announced March 2020.
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Double-Differential Inclusive Charged-Current $ν_μ$ Cross Sections on Hydrocarbon in MINERvA at $\langle E_ν \rangle \sim$ 3.5 GeV
Authors:
A. Filkins,
D. Ruterbories,
Y. Liu,
Z. Ahmad Dar,
F. Akbar,
O. Altinok,
D. A. Andrade,
M. V. Ascencio,
A. Bashyal,
A. Bercellie,
M. Betancourt,
A. Bodek,
J. L. Bonilla,
A. Bravar,
H. Budd,
G. Caceres,
T. Cai,
M. F. Carneiro,
H. da Motta,
S. A. Dytman,
G. A. Díaz,
J. Felix,
L. Fields,
R. Fine,
A. M. Gago
, et al. (42 additional authors not shown)
Abstract:
MINERvA reports inclusive charged-current cross sections for muon neutrinos on hydrocarbon in the NuMI beamline. We measured the double-differential cross section in terms of the longitudinal and transverse muon momenta, as well as the single-differential cross sections in those variables. The data used in this analysis correspond to an exposure of $3.34 \times 10^{20}$ protons on target with a pe…
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MINERvA reports inclusive charged-current cross sections for muon neutrinos on hydrocarbon in the NuMI beamline. We measured the double-differential cross section in terms of the longitudinal and transverse muon momenta, as well as the single-differential cross sections in those variables. The data used in this analysis correspond to an exposure of $3.34 \times 10^{20}$ protons on target with a peak neutrino energy of approximately 3.5 GeV. Measurements are compared to the GENIE, NuWro and GiBUU neutrino cross-section predictions, as well as a version of GENIE modified to produce better agreement with prior exclusive MINERvA measurements. None of the models or variants were able to successfully reproduce the data across the entire phase space, which includes areas dominated by each interaction channel.
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Submitted 23 June, 2020; v1 submitted 27 February, 2020;
originally announced February 2020.
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Construction of precision wire readout planes for the Short-Baseline Near Detector (SBND)
Authors:
R. Acciarri,
C. Adams,
C. Andreopoulos,
J. Asaadi,
M. Babicz,
C. Backhouse,
W. Badgett,
L. F. Bagby,
D. Barker,
C. Barnes,
A. Basharina-Freshville,
V. Basque,
A. Baxter,
M. C. Q. Bazetto,
O. Beltramello,
M. Betancourt,
A. Bhanderi,
A. Bhat,
M. R. M. Bishai,
A. Bitadze,
A. S. T. Blake,
J. Boissevain,
C. Bonifazi,
J. Y. Book,
D. Brailsford
, et al. (170 additional authors not shown)
Abstract:
The Short-Baseline Near Detector time projection chamber is unique in the design of its charge readout planes. These anode plane assemblies (APAs) have been fabricated and assembled to meet strict accuracy and precision requirements: wire spacing of 3 mm +/- 0.5 mm and wire tension of 7 N +/- 1 N across 3,964 wires per APA, and flatness within 0.5 mm over the 4 m +/- 2.5 m extent of each APA. This…
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The Short-Baseline Near Detector time projection chamber is unique in the design of its charge readout planes. These anode plane assemblies (APAs) have been fabricated and assembled to meet strict accuracy and precision requirements: wire spacing of 3 mm +/- 0.5 mm and wire tension of 7 N +/- 1 N across 3,964 wires per APA, and flatness within 0.5 mm over the 4 m +/- 2.5 m extent of each APA. This paper describes the design, manufacture and assembly of these key detector components, with a focus on the quality assurance at each stage.
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Submitted 24 April, 2020; v1 submitted 19 February, 2020;
originally announced February 2020.