The tWZ process and the couplings of the top quark
The tWZ process and the couplings of the top quark
Disciplines
Physics, Astronomy (100%)
Keywords
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CMS Experiment,
Top Quark,
Effective field theory,
New Physics
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 Output
- 17 Citations
- 10 Publications
- 2 Datasets & models
- 1 Fundings
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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
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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
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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)