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AnaCONDa - Analysis of COSINUS Neutron Data

AnaCONDa - Analysis of COSINUS Neutron Data

Florian Reindl (ORCID: 0000-0003-0151-2174)
  • Grant DOI 10.55776/P33026
  • Funding program Principal Investigator Projects
  • Status ended
  • Start April 1, 2020
  • End March 31, 2024
  • Funding amount € 158,131

Disciplines

Physics, Astronomy (100%)

Keywords

    Data Analysis, Machine Learning, Cryogenic Detector, Monte Carlo Simulations, Particle Physics, Dark Matter

Abstract Final report

The nature of dark matter (DM) is one of the major open question of modern physics. Today, precise cosmological measurements not only show that DM exists, but also that DM is five times more abundant in the Universe than ordinary, well-known matter. What DM is made of, however, remains in the dark. Around the globe, experiments for the direct search of DM aim to unravel this mystery, all following the same strategy: Detecting interactions of DM particles with ordinary matter utilizing highly-sensitive detectors. The current results of these searches are in tension: The DAMA/LIBRA experiment observes an annual modulation of the interaction rate in their sodium iodine (NaI) crystals, just as it is expected for DM. Numerous other experiments, on the other hand, consistently do not see any hints for DM, thus excluding the DAMA/LIBRA result. However, none of these experiments also uses an NaI-target which imposes an uncertainty on this comparison, because one cannot exclude dependencies of the interaction of DM particles on the target material. Currently, several experiments work on solving this tension, one of them is COSINUS. The unique feature of COSINUS is to operate NaI as cryogenic detector which yields two independent signals. Every particle interaction in the NaI crystal induces a heat signal which allows for an extremely precise determination of the energy deposited in the NaI crystal. Furthermore, the crystal produces scintillation light which gives information on the interaction type. Hence, the two distinct advantages of this technology are a low energy threshold combined with particle identification. With successful measurements of first prototypes COSINUS already proved that NaI can be operated as cryogenic detector, the focus of current efforts lies on improving the detector sensitivity and in the construction of the new experimental setup at the LNGS underground laboratory. In parallel to that the goal of AnaCONDa is to achieve a comprehensive understanding of all interactions happening in a COSINUS detector. This includes to measure the detector response to interactions with neutrons, as neutrons interact quasi in the same way than anticipated for DM particles. Within AnaCONDa we plan to adjust the Monte Carlo simulations - which have already been developed at HEPHY for CRESST - for COSINUS and extend them by neutron interactions. Furthermore, we will develop methods using the slightly varying signal shapes for different interactions occurring in a COSINUS detector to extract potential DM signals. The combination of all these work packages will lead to a detailed understanding of the detector which is of fundamental importance for future COSINUS sensitivity on DM. First DM results may be expected within the AnaCONDa time frame.

The nature of dark matter (DM) is one of the major open question of modern physics. Today, precise cosmological measurements not only show that DM exists, but also that DM is five times more abundant in the Universe than ordinary, well-known matter. What DM is made of, however, remains in the dark. Around the globe, experiments for the direct search of DM aim to unravel this mystery, all following the same strategy: Detecting interactions of DM particles with ordinary matter utilizing highly-sensitive detectors. The current results of these searches are in tension: The DAMA/LIBRA experiment observes an annual modulation of the interaction rate in their sodium iodine (NaI) crystals, just as it is expected for DM. Numerous other experiments, on the other hand, consistently do not see any hints for DM, thus excluding the DAMA/LIBRA result. However, none of these experiments also uses an NaI-target which imposes an uncertainty on this comparison, because one cannot exclude dependencies of the interaction of DM particles on the target material. Currently, several experiments work on solving this tension, one of them is COSINUS. The unique feature of COSINUS is to operate NaI as cryogenic detector which yields two independent signals. Every particle interaction in the NaI crystal induces a heat signal which allows for an extremely precise determination of the energy deposited in the NaI crystal. Furthermore, the crystal produces scintillation light which gives information on the interaction type. Hence, the two distinct advantages of this technology are a low energy threshold combined with particle identification. COSINUS is in its final setup phase at the LNGS underground laboratory in Italy. Starting the data-taking is planned for 2025. With AnaCONDa, we provided crucial basics for COSINUS and contributed to the first results on dark matter. In AnaCONDa we performed Monte Carlo simulations that were the basis for the design of the experiment. A special emphasis was put on the muon veto surrounding the detectors. It consists of a water tank instrumented with light sensors. We could show that this configuration pushes the number of neutrons induced by cosmic radiation below one event for the final measurement of COSINUS. In AnaCONDa, we studied in detail the response of the detector to neutron-induced nuclear recoils, since these events equal those expected from dark matter particles. In collaboration with TUNL we measured NaI crystals in a neutron beam; AnaCONDa provided the necessary Monte Carlo simulations and data analysis. In prototype measurements, we could achieve precise results because of the developments in AnaCONDa. These prototypes are the world-first NaI detectors with event-by-event discrimination between nuclear and electron recoils. The developments allowed extracting the first results on dark matter, which demonstrated the sensitivity of COSINUS NaI detectors convincingly.

Research institution(s)
  • Technische Universität Wien - 77%
  • Österreichische Akademie der Wissenschaften - 23%
Project participants
  • Jochen Schieck, Österreichische Akademie der Wissenschaften , associated research partner

Research Output

  • 12 Citations
  • 12 Publications
  • 5 Disseminations
  • 3 Scientific Awards
Publications
  • 2024
    Title Deep-underground dark matter search with a COSINUS detector prototype
    DOI 10.1103/physrevd.110.043010
    Type Journal Article
    Author Angloher G
    Journal Physical Review D
  • 2024
    Title Particle discrimination in a NaI crystal using the COSINUS remote TES design
    DOI 10.1103/physrevd.109.082003
    Type Journal Article
    Author Angloher G
    Journal Physical Review D
  • 2024
    Title A likelihood framework for cryogenic scintillating calorimeters used in the CRESST dark matter search
    DOI 10.1140/epjc/s10052-024-13141-6
    Type Journal Article
    Author Angloher G
    Journal The European Physical Journal C
  • 2024
    Title Water Cherenkov muon veto for the COSINUS experiment: design and simulation optimization
    DOI 10.1140/epjc/s10052-024-12923-2
    Type Journal Article
    Author Angloher G
    Journal The European Physical Journal C
  • 2021
    Title Simulation-based design study for the passive shielding of the COSINUS dark matter experiment
    DOI 10.48550/arxiv.2106.07390
    Type Preprint
    Author Angloher G
  • 2024
    Title COSINUS:TES-instrumented NaI Crystals for Direct Dark Matter Search
    DOI 10.1007/s10909-024-03185-z
    Type Journal Article
    Author Angloher G
    Journal Journal of Low Temperature Physics
  • 2024
    Title Description and Performance of the COSINUS remoTES Design
    DOI 10.1007/s10909-024-03201-2
    Type Journal Article
    Author Shera K
    Journal Journal of Low Temperature Physics
  • 2023
    Title Particle discrimination in a NaI crystal using the COSINUS remote TES design
    DOI 10.48550/arxiv.2307.11066
    Type Other
    Author Angloher G
    Link Publication
  • 2023
    Title Deep-underground dark matter search with a COSINUS detector prototype
    DOI 10.48550/arxiv.2307.11139
    Type Other
    Author Angloher G
    Link Publication
  • 2020
    Title Probing low-mass dark matter with CRESST-III : data analysis and first results
    Type PhD Thesis
    Author Martin Stahlberg
    Link Publication
  • 2023
    Title First measurements of remoTES cryogenic calorimeters: Easy-to-fabricate particle detectors for a wide choice of target materials
    DOI 10.1016/j.nima.2022.167532
    Type Journal Article
    Author Angloher G
    Journal Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment
  • 2022
    Title Simulation-based design study for the passive shielding of the COSINUS dark matter experiment
    DOI 10.1140/epjc/s10052-022-10184-5
    Type Journal Article
    Author Angloher G
    Journal The European Physical Journal C
    Pages 248
    Link Publication
Disseminations
  • 2022
    Title Akademie im Klassenzimmer - Direkte Suche nach Dunkler Materie
    Type A talk or presentation
  • 2020 Link
    Title Science bites at ÖAW Youtube channel
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
    Link Link
  • 2021
    Title Punkt1: radio live interview in ORF1
    Type A broadcast e.g. TV/radio/film/podcast (other than news/press)
  • 2024
    Title Presentation at VHS (Planetarium): Direct search for dark matter
    Type A talk or presentation
  • 2022 Link
    Title Dark matter day
    Type A talk or presentation
    Link Link
Scientific Awards
  • 2022
    Title Poster prize
    Type Poster/abstract prize
    Level of Recognition Continental/International
  • 2022
    Title Poster Prize
    Type Poster/abstract prize
    Level of Recognition Continental/International
  • 2022
    Title poster prize
    Type Poster/abstract prize
    Level of Recognition Continental/International

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