337 citations · 4.1k across the 83 of their papers we have counts for
83 papers
Hybrid pattern recognition for charged particle tracking: Hough transform and convolutional neural efficiency networks
Carlo Varni, Krzysztof Ciesla, Marcin Wolter +3
Reconstructing charged-particle tracks in silicon detectors is a central task in high-energy physics experiments and a key component of both offline reconstruction and online event…
How to Value Open Source Contributions? An Institutional Perspective from CERN
Julie Skoven Hinge, Micha Moskovic, Axel Naumann +2
We present a methodology to systematically assess the scale and impact of an organization's contributions to open source software (OSS). The methodology combines the archival data…
Transforming jet flavour tagging at ATLAS
ATLAS Collaboration
Jet flavour tagging enables the identification of jets originating from heavy-flavour quarks in proton-proton collisions at the Large Hadron Collider, playing a critical role in it…
Observation of double parton scattering in same-sign W boson pair production in pp collisions at TeV with the ATLAS detector
ATLAS Collaboration
This letter reports the measurement of double parton scattering in same-sign W boson pair production with the ATLAS detector. The data set used corresponds to an integrated luminos…
Expected Tracking Performance of the ATLAS Inner Tracker at the High-Luminosity LHC
ATLAS Collaboration
The high-luminosity phase of LHC operations (HL-LHC), will feature a large increase in simultaneous proton-proton interactions per bunch crossing up to 200, compared with a typical…
Precision calibration of calorimeter signals in the ATLAS experiment using an uncertainty-aware neural network
ATLAS Collaboration
The ATLAS experiment at the Large Hadron Collider explores the use of modern neural networks for a multi-dimensional calibration of its calorimeter signal defined by clusters of to…