C. Schiavi
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View article: Accelerating graph-based tracking tasks with symbolic regression
Accelerating graph-based tracking tasks with symbolic regression Open
The reconstruction of particle tracks from hits in tracking detectors is a computationally intensive task due to the large combinatorics of detector signals. Recent efforts have proven that ML techniques can be successfully applied to the …
View article: Single-track ATLAS-like Inner Detector hit data for Tracking Studies
Single-track ATLAS-like Inner Detector hit data for Tracking Studies Open
A dataset to study the performance of tracking tools. The events contain single tracks with pile-up and detector noise according to Run 3 ATLAS conditions. More details can be found here. The root files contain two trees: "tree" and "track…
View article: Measurements and searches of Higgs boson decays to two fermions
Measurements and searches of Higgs boson decays to two fermions Open
In this report, we present the latest ATLAS measurements and searches of Higgs boson decays to two third- or two second-generation quarks or leptons, focusing on the $H \\to\\mu\\mu$, $H \\to b \\bar{b}$, $H \\to c \\bar{c}$ channels. In a…
View article: Heavy Flavor Production and Properties at ATLAS and CMS
Heavy Flavor Production and Properties at ATLAS and CMS Open
Measuring heavy-flavor properties plays an important role in the physics program of the ATLAS and CMS experiments operating at LHC. Such measurements provide stringent tests for the description of QCD processes and, at the same time, new i…