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Inference on Dark Matter in Effective Field Theories: From XENON1T towards XENONnT: Chiral effective field theory analysis of nuclear recoils, single electrons and uncommon background modelling
Stockholm University, Faculty of Science, Department of Physics.ORCID iD: 0000-0003-1331-2890
2022 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Cosmological and astronomical observations show that most of the matter in the Universe is dark. This dissertation provides an overview of the dark matter evidence, and focuses on the particle dark matter hypothesis, describing possible particle candidates, concentrating on the Weakly Interactive Massive Particles (WIMPs). It describes the main WIMP detection strategies and addresses the subject of WIMP scattering in direct detection experiments. This work analyses the data from the XENON1T experiment, investigating within a Chiral Effective Field Theory (ChEFT) framework the nuclear recoils from possible WIMP interactions. It presents the XENON1T detector, the main backgrounds, the xenon signal emission model and the background studies, and describes the statistical inference adopted in the analysis.

The XENON1T detector was a dual-phase Time Projection Chamber (TPC) using a ~2 tonne liquid xenon target to detect scattering particles. WIMPs with masses above ~10GeV/c2 scattering against the xenon nuclei would deposit enough energy to create an observable event.

The ChEFT analysis is performed on the XENON1T data from 278.8 days of operation for a total exposure of 1 tonne×year, with a combined likelihood of two science runs. The region of interest for this analysis was extended from [4.9, 40.9] keVnr, in the Spin Independent analysis, to [4.9, 54.4] keVnr, to increase the acceptance of possible models with rates peaking at higher energies (>0keVnr). The analysis shows that the data is consistent with a background only hypothesis and provides constraints on the interaction coefficients and the physics scale for 25 different operators. The analysis is complemented by limits on three benchmark models of interaction using ChEFT. For these models we investigate the effect of isospin breaking interactions, reporting cancellation regions where the limit worsens up to 6 orders of magnitude with respect to the isospin conserving case.

The dissertation is complemented with the dark matter-electron scattering study within an EFT framework, analysing the single or few electron emission signals in XENON1T. The analysis provides the first experimental limits on the dark matter-electron effective operators for the magnetic and electric dipole, and anapole interactions.

Lastly, the dissertation describes an example of introducing a data-driven background model in an inference framework based on explicit multidimensional likelihood computation. The background modelling is done using calibration data from the XENONnT detector, the next iteration of a dual-phase xenon TPC in the XENON detector family, which is currently in operation.

Place, publisher, year, edition, pages
Stockholm: Department of Physics, Stockholm University , 2022. , p. 82
Keywords [en]
Dark Matter, Direct Detection, Effective Field Theory, Chiral Effective Field Theory
National Category
Astronomy, Astrophysics and Cosmology
Research subject
Physics
Identifiers
URN: urn:nbn:se:su:diva-203809ISBN: 978-91-7911-864-8 (print)ISBN: 978-91-7911-865-5 (electronic)OAI: oai:DiVA.org:su-203809DiVA, id: diva2:1651376
Public defence
2022-05-31, sal FB42 AlbaNova universitetscentrum, Roslagstullsbacken 21, and online via Zoom, public link is available at the department website, Stockholm, 14:00 (English)
Opponent
Supervisors
Note

At the time of the doctoral defense, the following papers were unpublished and had a status as follows: Paper 1: Manuscript. Paper 2: Submitted.

Available from: 2022-05-06 Created: 2022-04-11 Last updated: 2022-04-28Bibliographically approved
List of papers
1. Effective field theory and inelastic dark matter results from XENON1T
Open this publication in new window or tab >>Effective field theory and inelastic dark matter results from XENON1T
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2024 (English)In: Physical Review D: covering particles, fields, gravitation, and cosmology, ISSN 2470-0010, E-ISSN 2470-0029, Vol. 109, no 11, article id 112017Article in journal (Refereed) Published
Abstract [en]

In this work, we expand on the XENON1T nuclear recoil searches to study the individual signals of dark matter interactions from operators up to dimension eight in a chiral effective field theory (ChEFT) and a model of inelastic dark matter (iDM). We analyze data from two science runs of the XENON1T detector totaling 1  t × yr exposure. For these analyses, we extended the region of interest from [4.9, 40.9]  keVNR to [4.9, 54.4]  keVNR to enhance our sensitivity for signals that peak at nonzero energies. We show that the data are consistent with the background-only hypothesis, with a small background overfluctuation observed peaking between 20 and 50  keVNR, resulting in a maximum local discovery significance of 1.7⁢𝜎 for the Vector ⊗ Vectorstrange ChEFT channel for a dark matter particle of 70  GeV/𝑐2 and 1.8⁢𝜎 for an iDM particle of 50  GeV/𝑐2 with a mass splitting of 100  keV/𝑐2. For each model, we report 90% confidence level upper limits. We also report upper limits on three benchmark models of dark matter interaction using ChEFT where we investigate the effect of isospin-breaking interactions. We observe rate-driven cancellations in regions of the isospin-breaking couplings, leading to up to 6 orders of magnitude weaker upper limits with respect to the isospin-conserving case.

Keywords
Dark Matter, Chiral Effective Field Theory, Inelastic Dark Matter
National Category
Subatomic Physics
Research subject
Physics
Identifiers
urn:nbn:se:su:diva-203646 (URN)10.1103/PhysRevD.109.112017 (DOI)001351430400001 ()2-s2.0-85196734763 (Scopus ID)
Available from: 2022-04-11 Created: 2022-04-11 Last updated: 2025-10-02Bibliographically approved
2. Emission of single and few electrons in XENON1T and limits on light dark matter
Open this publication in new window or tab >>Emission of single and few electrons in XENON1T and limits on light dark matter
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2022 (English)In: Physical Review D: covering particles, fields, gravitation, and cosmology, ISSN 2470-0010, E-ISSN 2470-0029, Vol. 106, no 2, article id 022001Article in journal (Refereed) Published
Abstract [en]

Delayed single- and few-electron emissions plague dual-phase time projection chambers, limiting their potential to search for light-mass dark matter. This paper examines the origins of these events in the XENON1T experiment. Characterization of the intensity of delayed electron backgrounds shows that the resulting emissions are correlated, in time and position, with high-energy events and can effectively be vetoed. In this work we extend previous S2-only analyses down to a single electron. From this analysis, after removing the correlated backgrounds, we observe rates <30 events/(electron×kg×day) in the region of interest spanning 1 to 5 electrons. We derive 90% confidence upper limits for dark matter-electron scattering, first direct limits on the electric dipole, magnetic dipole, and anapole interactions, and bosonic dark matter models, where we exclude new parameter space for dark photons and solar dark photons.

Keywords
Dark Matter, Direct Detection, Xenon
National Category
Subatomic Physics
Research subject
Physics
Identifiers
urn:nbn:se:su:diva-203610 (URN)10.1103/PhysRevD.106.022001 (DOI)000827455500009 ()2-s2.0-85134680847 (Scopus ID)
Available from: 2022-04-05 Created: 2022-04-05 Last updated: 2022-09-01Bibliographically approved
3. Finding dark matter faster with explicit profile likelihoods
Open this publication in new window or tab >>Finding dark matter faster with explicit profile likelihoods
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2020 (English)In: Physical Review D: covering particles, fields, gravitation, and cosmology, ISSN 2470-0010, E-ISSN 2470-0029, Vol. 102, no 7, article id 072010Article in journal (Refereed) Published
Abstract [en]

Liquid xenon time-projection chambers are the world's most sensitive detectors for a wide range of dark matter candidates. We show that the statistical analysis of their data can be improved by replacing detector response Monte Carlo simulations with an equivalent deterministic calculation. This allows the use of high-dimensional undiscretized models, yielding up to similar to 2 times better discrimination of the dominant backgrounds. In turn, this could significantly extend the physics reach of upcoming experiments such as XENONnT and LZ, and bring forward a potential 5 sigma dark matter discovery by over a year.

National Category
Physical Sciences
Identifiers
urn:nbn:se:su:diva-188211 (URN)10.1103/PhysRevD.102.072010 (DOI)000583141300002 ()
Available from: 2020-12-29 Created: 2020-12-29 Last updated: 2024-04-22Bibliographically approved

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