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Modelling radiation damage to pixel sensors in the ATLAS detector
ATLAS Collaboration
Silicon pixel detectors are at the core of the current and planned upgrade of the ATLAS experiment at the LHC. Given their close proximity to the interaction point, these detectors…
DijetGAN: A Generative-Adversarial Network Approach for the Simulation of QCD Dijet Events at the LHC
Riccardo Di Sipio, Michele Faucci Giannelli, Sana Ketabchi Haghighat +1
A Generative-Adversarial Network (GAN) based on convolutional neural networks is used to simulate the production of pairs of jets at the LHC. The GAN is trained on events generated…
Constraints on mediator-based dark matter and scalar dark energy models using TeV collision data collected by the ATLAS detector
ATLAS Collaboration
Constraints on selected mediator-based dark matter models and a scalar dark energy model using up to TeV collision data collected by the A…
Measurement of the ratio of cross sections for inclusive isolated-photon production in collisions at and TeV with the ATLAS detector
ATLAS Collaboration
The ratio of the cross sections for inclusive isolated-photon production in collisions at centre-of-mass energies of 13 and 8 TeV is measured using the ATLAS detector at the L…