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ATLAS PUB Notes

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2026-05-21
17:24
Probing Quantum Information observables with the ATLAS detector: some general principles
Observables related to quantum information are attracting increasing interest at the LHC, with entanglement witnesses being a representative example. [...]
ATL-PHYS-PUB-2026-006. - 2026 - 17.
Original Communication (restricted to ATLAS) - Full text

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2026-05-20
20:44
Identification of the charge of heavy-flavour jets using transformers with the ATLAS experiment
Jet flavour identification has significantly been improved in the LHC community thanks to the introduction of novel transformer-based algorithms exploiting low-level tracking information and auxiliary training tasks to classify jets based on the flavour of quarks that initiated them. [...]
ATL-PHYS-PUB-2026-005. - 2026 - mult..
Original Communication (restricted to ATLAS) - Full text

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2026-05-17
13:40
Summary plots for Heavy Particle and Long-lived Particle searches
This note presents summary plots of the 95\% confidence level exclusion limits on the masses of heavy particles and the lifetimes of long-lived particles across a broad range of beyond Standard Model (BSM) scenarios. [...]
ATL-PHYS-PUB-2026-004. - 2026 - mult..
Original Communication (restricted to ATLAS) - Full text

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2026-04-28
12:15
Deep Sets and event-level maximum-likelihood estimation for fast pile-up jet rejection at the ATLAS High Level Trigger
Multiple proton-proton interactions occur in the same bunch crossing at the LHC (“pile-up”), with the mean number of interactions per bunch crossing reaching up to about 60 in Run 3 and up to about 200 at the High-Luminosity LHC. [...]
ATL-DAQ-PUB-2026-002. - 2026 - mult..
Original Communication (restricted to ATLAS) - Full text

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2026-03-18
13:00
SUSY March 2026 Summary Plot Update
These are summary plots of SUSY search results, updated in March 2026..
ATL-PHYS-PUB-2026-003. - 2026 - mult..
Original Communication (restricted to ATLAS) - Full text

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2026-03-13
19:50
Expected Transformer-Network-based jet flavour tagging performance with the ATLAS Inner Tracker Detector at the High-Luminosity LHC
As the ATLAS experiment prepares for the High-Luminosity LHC era, the latest advancements in flavour-tagging algorithms are essential for optimising the performance of the upgraded Run 4 detector. [...]
ATL-PHYS-PUB-2026-002. - 2026 - mult..
Original Communication (restricted to ATLAS) - Full text

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2026-02-23
13:24
ATLAS Software Policy
This software policy defines the ATLAS Collaboration approach to software openness, licensing, content and copyright. [...]
ATL-CBPOLICY-PUB-2026-003. - 2026 - 3.
Original Communication (restricted to ATLAS) - Full text - Full text - Full text

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2026-02-12
15:16
ATLAS Policy document: Access of non-ATLAS physicists to ATLAS data and unofficial results
Access of non-ATLAS physicists to ATLAS data and unofficial results. [...]
ATL-CBPOLICY-PUB-2026-002. - 2026 - mult..
Original Communication (restricted to ATLAS) - Full text - Full text

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2026-02-12
13:59
ATLAS Data Preservation Policy
Preservation of the data in common formats (non-reproducible data, derived data) [...]
ATL-CBPOLICY-PUB-2026-001. - 2026 - mult..
Original Communication (restricted to ATLAS) - Full text - Full text

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2026-01-30
18:35
Carpe Datum: Scaling behavior of transformers for heavy hadron flavor identification
Large language models (LLMs) have demonstrated that scaling, driven by compute, can yield dramatic improvements in performance, with current state-of-the-art systems reaching up to one trillion parameters. [...]
ATL-SOFT-PUB-2026-002. - 2026 - 17.
Original Communication (restricted to ATLAS) - Full text

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