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The tWZ process and the couplings of the top quark

The tWZ process and the couplings of the top quark

Robert Schöfbeck (ORCID: 0000-0002-2332-8784)
  • Grant DOI 10.55776/P33771
  • Funding program Principal Investigator Projects
  • Status ended
  • Start May 1, 2021
  • End April 30, 2025
  • Funding amount € 311,619
  • Project website

Disciplines

Physics, Astronomy (100%)

Keywords

    CMS Experiment, Top Quark, Effective field theory, New Physics

Abstract Final report

Since the start of the Large Hadron Collider (LHC) at 13 TeV, the CMS experiment recorded a proton- proton collisions data set amounting to 150/fb. The heaviest known elementary particle of the standard model, the top quark, has been observed again, and first measurements of its properties enter the precision regime. The standard model of particle physics has been confirmed and, so far, no physics beyond the standard model has been found. Therefore, we now test any theoretically viable potential deviation. That`s interesting, because many such tests are conducted for the first time. For the top quark, there are plenty of predictions for deviations in the electroweak couplings. Those lead to changes in the decay products that we can test in the experiment. Events with a top quark, a W boson, and a Z boson have peculiar properties. They depend sensitively on many hypothetical deviations, and we can learn the most from them. And that`s precisely the plan. Small deviations in the decay products` kinematic properties are used to tackle the big questions of particle physics. Is the standard model valid after all, or do we have to replace it with something new? Moreover, this "tWZ" process has not been observed and is a worthwhile target in its own right. In this way, the top quark allows us an in-depth view into the physics beyond the standard model.

Using data from the CMS Experiment from Runs II-III of the Large Hadron Collider at CERN, we measured the rates of the ttZ, tWZ, and WZ processes with high precision. To make this possible, we designed multilepton selections and robust data-driven controls that cleanly separated the signal from look-alike processes. Advanced machine-learning techniques-developed and validated by the team-provided the decisive discrimination while remaining transparent and reproducible. We interpreted the results within the Standard Model Effective Field Theory, setting new, complementary constraints on several top-quark couplings. The analysis produced reusable software and open documentation that other LHC groups and students are already using. Alongside the research, we trained early-career scientists in modern analysis methods, statistics, and open science, with several now leading related efforts in CMS. We shared the excitement with the public through talks, media features, and student exercises explaining how we find extremely rare signals in trillions of collisions. The project strengthened Austria's role in precision top-quark physics and showcased the value of sustained investment in accelerator science and computing. Most importantly, it delivered a new, incisive test of nature's fundamental laws and opened fresh pathways to search for physics beyond the Standard Model.

Research institution(s)
  • Österreichische Akademie der Wissenschaften - 100%

Research Output

  • 17 Citations
  • 10 Publications
  • 2 Datasets & models
  • 1 Fundings
Publications
  • 2025
    Title DESY Fellowship
    Type Postdoctoral Thesis
    Author Dennis Schwarz
  • 2024
    Title A rotation-equivariant graph neural network for learning hadronic SMEFT effects
    DOI 10.48550/arxiv.2401.10323
    Type Other
    Author Chatterjee S
    Link Publication
  • 2024
    Title Rotation-equivariant graph neural network for learning hadronic SMEFT effects
    DOI 10.1103/physrevd.109.076012
    Type Journal Article
    Author Chatterjee S
    Journal Physical Review D
  • 2025
    Title Top quark mass extractions from energy correlators: a feasibility study
    DOI 10.1007/jhep04(2025)072
    Type Journal Article
    Author Holguin J
    Journal Journal of High Energy Physics
  • 2025
    Title Using the W Boson as a Standard Candle to Reach the Top: Calibrating Energy-Correlator-Based Top Mass Measurements
    DOI 10.1103/j4sp-fcmd
    Type Journal Article
    Author Holguin J
    Journal Physical Review Letters
  • 2025
    Title Review of top quark mass measurements in CMS
    DOI 10.1016/j.physrep.2024.12.002
    Type Journal Article
    Journal Physics Reports
  • 2023
    Title Measurement of the differential tt production cross section as a function of the jet mass and extraction of the top quark mass in hadronic decays of boosted top quarks.
    DOI 10.1140/epjc/s10052-023-11587-8
    Type Journal Article
    Author Adam W
    Journal The European physical journal. C, Particles and fields
    Pages 560
  • 2022
    Title Learning the EFT likelihood with tree boosting
    DOI 10.48550/arxiv.2205.12976
    Type Preprint
    Author Chatterjee S
  • 2022
    Title Tree boosting for learning EFT parameters
    DOI 10.1016/j.cpc.2022.108385
    Type Journal Article
    Author Chatterjee S
    Journal Computer Physics Communications
    Pages 108385
    Link Publication
  • 2021
    Title Tree boosting for learning EFT parameters
    DOI 10.48550/arxiv.2107.10859
    Type Preprint
    Author Chatterjee S
Datasets & models
  • 2022 Link
    Title Tree boosting for learning EFT parameters
    DOI 10.17632/9fjyb5hyxt.1
    Type Database/Collection of data
    Public Access
    Link Link
  • 2022 Link
    Title Tree boosting for learning EFT parameters
    DOI 10.17632/9fjyb5hyxt
    Type Database/Collection of data
    Public Access
    Link Link
Fundings
  • 2025
    Title Hochpräzise Top Quark Masse mit Energiekorrelatoren
    Type Research grant (including intramural programme)
    DOI 10.55776/pat2312224
    Start of Funding 2025
    Funder Austrian Science Fund (FWF)

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