178 citations · 1.3k across the 104 of their papers we have counts for
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Measurements of the electroweak diboson production cross sections in proton-proton collisions at 5.02 TeV using leptonic decays
CMS Collaboration
The first measurements of diboson production cross sections in proton-proton interactions at a center-of-mass energy of 5.02 TeV are reported. They are based on data collected with…
Physics Validation of Novel Convolutional 2D Architectures for Speeding Up High Energy Physics Simulations
Florian Rehm, Sofia Vallecorsa, Kerstin Borras +1
The precise simulation of particle transport through detectors remains a key element for the successful interpretation of high energy physics results. However, Monte Carlo based si…
Modelling for Quantum Error Mitigation
Tom Weber, Matthias Riebisch, Kerstin Borras +2
While we expect quantum computers to surpass their classical counterparts in the future, current devices are prone to high error rates and techniques to minimise the impact of thes…
Validation of Deep Convolutional Generative Adversarial Networks for High Energy Physics Calorimeter Simulations
Florian Rehm, Sofia Vallecorsa, Kerstin Borras +1
In particle physics the simulation of particle transport through detectors requires an enormous amount of computational resources, utilizing more than 50% of the resources of the C…
Reduced Precision Strategies for Deep Learning: A High Energy Physics Generative Adversarial Network Use Case
Florian Rehm, Sofia Vallecorsa, Vikram Saletore +5
Deep learning is finding its way into high energy physics by replacing traditional Monte Carlo simulations. However, deep learning still requires an excessive amount of computation…
Constraints on the initial state of PbPb collisions via measurements of Z boson yields and azimuthal anisotropy at 5.02 TeV
CMS Collaboration
The CMS experiment at the LHC has measured the differential cross sections of Z bosons decaying to pairs of leptons, as functions of transverse momentum and rapidity, in lead-lead…