Understanding neutrino background implications in LXe-TPC dark matter - - PowerPoint PPT Presentation
Understanding neutrino background implications in LXe-TPC dark matter - - PowerPoint PPT Presentation
Understanding neutrino background implications in LXe-TPC dark matter searches using 127 Xe electron captures Dylan J. Temples, Northwestern University Topics in Astroparticle and Underground Physics, Toyama, Japan September 9, 2019 LXe-TPC Dark
LXe-TPC Dark Matter Searches
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan Top PMT Array Bottom PMT Array Anode Gate Cathode
e- S1 S2
E = W( ne + nγ ) = W( S1/g1 + S2/g2 )
E
extraction
E drift
Advantages: ❖ Energy deposition reconstruction ❖ Sub-mm 3-D position reconstruction ❖ Self-shielding / fiducialization ❖ Continually purify target ❖ Discrimination between NR (signal) and ER (background) ➢ Charge-to-light ratio Limitations (for DM searches) ❖ Insensitive to DM masses below ~5 GeV ❖ Approaching CEνNS sensitivity (indistinguishable from dark matter signal) ❖ Imperfect background discrimination
Observables: S1 (prompt scintillation), S2 (electroluminescence)
ER/NR Discrimination in LXe-TPCs
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
Dark matter searches use charge-to-light ratio to discriminate between NR (signal) and ER (background)
arXiv:1703.09144
❖ NRs produce overall smaller signals ➢ Efficient energy loss to heat (High dE/dx) ❖ NRs produce proportionally less charge for the same amount of scintillation light Rejection efficiency “quantified” by fraction of ER events below NR median -- nominally 99.5%
Xe
Recoiling particle (e,N)
Heat
Ionization Excitation
Xe Xe Xe
Calibrating the Discrimination
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
3He
6 keV 6 keV
Tritium beta decay
❖ Typical low-energy ER calibration source
Valence 𝛿/𝜉-e scatter
❖ Similar energy deposition to beta-decay
1 keV 5 keV
Inner-shell 𝜉-e scatter
❖ Atomic deexcitation: Auger e- & x-ray ❖ Larger dE/dx than similar energy beta decays
Xenon L-shell Electron-recoil Discrimination Analyzer
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
Based on design of MiX detector [arXiv:1507.0131] Photomultipliers:
Top: Hamamatsu R8520 (4x) Bottom: Hamamatsu R11410 (1x)
TPC volume: 40 mL (~117 g LXe) Operating conditions:
Drift field: 275 V/cm Extraction field: 5650 V/cm (liq.)
Simulating Inner-shell Recoils with 127Xe Electron Captures
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
Activation of 127Xe source at FNAL
Xenon samples in neutron source Activity and isotopic content assayed by HPGe *Paper in preparation*
❖ Excited nuclear state → 𝛿s ❖ Inner-shell vacancy → x-rays and Auger e-s Isolate effects of secondary particles, select events where 𝛿s escape without interacting in the detector. Effect of interest strongest for L-shell capture ❖ Always results in emission of Auger electron(s) ❖ Detector response dominated by most energetic secondary particle
Detector Performance
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
2mm pitch hexagonal grids
g1 = 0.255 phe/gamma g2top = 18.005 phe/electron
Discrimination Parameter Space: EC vs. 𝛾
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
Discrimination Parameter Space: EC vs. 𝛾
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
Rejection Efficiency: EC vs. 𝛾
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
0.5% → 2.4% 0.5% → 3.6% Nominal ER rejection efficiency (LZ): 99.5% ❖ Leakage rate: 0.5% Reject tritium (valence) and EC (inner-shell) at same discrimination parameter ❖ Leakage rate for inner-shell ERs is 5x larger: 2.4%
Implications on Neutrino Backgrounds
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
20% of physics background from solar neutrinos 13 𝜉-L scatters Nominal rejection inefficiency: 0.5% ❖ 1.3 “leaked” neutrino ERs Inner-shell rejection inefficiency: ~2.5% ❖ 0.3 “leaked” 𝜉-L ERs ❖ 25% increase in neutrino burden on unrejected ER background Looking forward: DARWIN [arXiv:1606.07001]
❖ Will see 115 𝜉-L scatters per year ❖ Nailing down the rejection efficiency for these events is critical
LUX-ZEPLIN Background Table [arXiv:1703.09144]
The XELDA Team
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
Northwestern University
- C. E. Dahl
- J. McLaughlin
- J. Phelan
Fermilab / U.C. Santa Barbara
- W. H.
Lippincott
- A. Monte
- J. Bargemann
- D. Baxter
- A. Cottle
- U. Chicago
Oxford
Summer students:
- M. Trask C. KlienStern
- M. Fassnacht
- D. Temples (Northwestern University)
Conclusions
- XELDA designed to calibrate effects of atomic deexcitation on ER/NR discrimination power in
LXe-TPCs
- Neutrino-induced inner shell vacancies produce a different detector response than tritium 𝛾-decays
- Preliminary results indicate this effect increases the neutrino background burden by ~25%
- PLR may interpret these events as signal if not included as a source of background
- This will be an important source of background to understand in larger xenon-based dark matter
searches (DARWIN)
- Ongoing analysis work to refine measurement and beat down systematics, paper in the works
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan Thank you to our funding sources: DE-SC0012161 DOE SCGSR Program
Backup Slides
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Charge yields: EC vs. 𝛾
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
L-shell charge yield: 35.1 +/- 1.77 electron/keV
Alternative Rejection Efficiency Calculation
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0.5% → 6.3% Overlap of shifted along line of constant energy2D Gaussian with NR band median Rejection efficiency: 93.7 %
- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
127Xe Electron Capture Decays
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan Example atomic de-excitation process resulting from L-shell electron capture on
127Xe, demonstrating full Auger cascade.
Inner-shell Vacancies & Auger Cascades
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❖ Ejected electron ~ β
- f same energy
❖ Electronic transition accompanied with x-ray or Auger electron emission ❖ Xe L-shell binding energy ~ 5 keV ❖ In LZ dark matter search region ❖ Larger dE/dx in LXe
- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
Particle Transport in Liquid Xenon
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
Impact on DM searches with DARWIN
❖ Nominal ER rejection: 99.98% [30% NR acceptance] ❖ WIMP search region: 2-10 keVee ❖ Solar neutrino ER background rate: 5.2×10−3 events/ton/year (after rejection) ➢ 26 events/ton/year (before rejection) ❖ Active volume: 40 ton LXe (5-yr exposure) ➢ 1040 total solar neutrino ERs per year in WIMP search ROI ➢ 115 of these will be 𝜉-L ERs ❖ At 99.98%(99.5%) valence ER rejection efficiency, our data suggests an L-shell ER efficiency of 99.8%(97.0%) ➢ 0.18 (4.63) leaked neutrino valence ERs ➢ 0.23 (3.45) leaked 𝜉-L ERs
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
127Xe L-Shell Contamination of Tritium Sample
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan
Observed L:K shell ratio: 0.164 Expected: 0.157
(within 5% due to selection efficiency)
Based on K-shell rate in tritium data set, estimate L-shell contamination of tritium in region of interest Contamination fraction: 3.2% L-shell K-shell
Effect of fluctuation of gains
How much would detector gains have to change in order to move the tritium band to where the L-shell was
- bserved?
❖ Good handle on g1
➢ K-Shell appears in same S1 region in both data sets
❖ Fluctuation of g2: liquid level changes
➢ To move tritium to L-shell value, need a g2 below 15 ➢ No runs have calculated g2 values that low
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- D. Temples, Northwestern U.
September 9, 2019 TAUP, Toyama, Japan