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1.
Measurement of double-differential charged-current Drell-Yan cross-sections at high transverse masses in $pp$ collisions at $\sqrt{s} =$ 13 TeV with the ATLAS detector / ATLAS Collaboration
This paper presents a first measurement of the cross-section for the charged-current Drell-Yan process $pp\rightarrow W^{\pm} \rightarrow \ell^{\pm} \nu$ above the resonance region, where $\ell$ is an electron or muon [...]
CERN-EP-2025-032 ; arXiv:2502.21088.
- 64.
Fulltext
2.
Measurement of the top quark mass with the ATLAS detector using $t\bar{t}$ events with a high transverse momentum top quark / ATLAS Collaboration
The mass of the top quark is measured using top-antitop-quark pair events with high transverse momentum top quarks. [...]
arXiv:2502.18216 ; CERN-EP-2025-015.
- 2025 - 43.
Fulltext - Previous draft version - Fulltext
3.
Machine Learning Inference in Athena with ONNXRuntime / Ju, Xiangyang (Lawrence Berkeley National Lab. (US)) ; Krasznahorkay, Attila (University of Massachusetts (US)) ; Stanislaus, Beojan (Lawrence Berkeley National Lab. (US)) ; Leggett, Charles (Lawrence Berkeley National Lab. (US)) ; Bakshi Gupta, Debottam (University of Texas at Arlington (US)) ; Elmsheuser, Johannes (Brookhaven National Laboratory (US)) ; Esseiva, Julien (Lawrence Berkeley National Lab. (US)) ; Calafiura, Paolo (Lawrence Berkeley National Lab. (US)) ; Tsulaia, Vakhtang (Lawrence Berkeley National Lab. (US)) /ATLAS Collaboration
Machine Learning (ML)-based algorithms play increasingly important roles in almost all aspects of data processing in the ATLAS experiment at CERN. Diverse ML models are used in detector simulation, event reconstruction, and data analysis. [...]
ATL-SOFT-SLIDE-2024-662.- Geneva : CERN, 2025 Fulltext: PDF; External link: Original Communication (restricted to ATLAS)
In : 27th International Conference on Computing in High Energy & Nuclear Physics, Kraków, Pl, 19 - 25 Oct 2024
4.
Weakly supervised anomaly detection for resonant new physics in the dijet final state using proton-proton collisions at $\sqrt{s}=13$ TeV with the ATLAS detector / ATLAS Collaboration
An anomaly detection search for narrow-width resonances beyond the Standard Model that decay into a pair of jets is presented. [...]
arXiv:2502.09770 ; CERN-EP-2025-002.
- 2025 - 50.
Fulltext - Previous draft version - Fulltext
5.
Measurement of $W^{\pm}$-boson differential cross-sections in proton-proton collisions with low pile-up data at $\sqrt{s} = 5.02$ TeV and $13$ TeV with the ATLAS detector / ATLAS Collaboration
High precision single-differential $W^\pm$-boson production cross-sections as a function of electron or muon transverse momentum $p_\mathrm{T}$ or their pseudorapity $\eta$, as well as double-differential cross-sections as functions of these variables, are measured in proton-proton collisions at centre-of-mass energies $\sqrt{s}=5.02$ TeV and 13 TeV. [...]
arXiv:2502.09403 ; CERN-EP-2025-009.
- 2025 - 45.
Fulltext - Previous draft version - Fulltext
6.
Search for long-lived charged particles using large specific ionisation loss and time of flight in 140 fb$^{-1}$ of $pp$ collisions at $\sqrt{s} = 13$ TeV with the ATLAS detector / ATLAS Collaboration
This paper presents a search for massive, charged, long-lived particles with the ATLAS detector at the Large Hadron Collider using an integrated luminosity of 140 fb$^{-1}$ of proton-proton collisions at $\sqrt{s}=13$ TeV. [...]
arXiv:2502.06694 ; CERN-EP-2025-008.
- 2025 - 56.
Fulltext - Previous draft version - Fulltext
7.
AthenaTriton: A Tool for running Machine Learning Inference as a Service in Athena / ATLAS Collaboration
Machine learning (ML)-based algorithms play increasingly important roles in almost all aspects of the data analyses in ATLAS. [...]
ATL-SOFT-PROC-2025-026.
- 2025 - mult..
Original Communication (restricted to ATLAS) - Full text
8.
Estimation of backgrounds from jets misidentified as $\tau$-leptons using the Universal Fake Factor method with the ATLAS detector / ATLAS Collaboration
Processes with $\tau$-leptons in the final state are important for Standard Model measurements and searches for physics beyond the Standard Model. [...]
arXiv:2502.04156 ; CERN-EP-2025-003.
- 2025 - 47.
Fulltext - Previous draft version - Fulltext
9.
Measurement of jet track functions in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector / ATLAS Collaboration
Measurements of jet substructure are key to probing the energy frontier at colliders, and many of them use track-based observables which take advantage of the angular precision of tracking detectors. [...]
arXiv:2502.02062 ; CERN-EP-2024-333.
- 2025 - 36.
Fulltext - Previous draft version - Fulltext
10.
Configuration, Performance, and Commissioning of the ATLAS $b$-jet Triggers for the 2022 and 2023 LHC data-taking periods / ATLAS Collaboration
In 2022 and 2023, the Large Hadron Collider produced approximately two billion hadronic interactions each second from bunches of protons that collide at a rate of 40 MHz. The ATLAS trigger system is used to reduce this rate to a few kHz for recording. [...]
arXiv:2501.11420; CERN-EP-2025-004.- Geneva : CERN, 2025-03-04 - 47 p. - Published in : JINST 20 (2025) P03002 Fulltext: ANA-TRIG-2022-02-PAPER - PDF; 2501.11420 - PDF; document - PDF; External link: Previous draft version

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