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04/04/2022
End-to-end multi-particle reconstruction in high occupancy imaging calorimeters with graph neural networks
We present an end-to-end reconstruction algorithm to build particle cand...
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08/24/2020
Jet Flavour Classification Using DeepJet
Jet flavour classification is of paramount importance for a broad range ...
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08/08/2020
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics
Graph neural networks have been shown to achieve excellent performance f...
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02/10/2020
Object condensation: one-stage grid-free multi-object reconstruction in physics detectors, graph and image data
High-energy physics detectors, images, and point clouds share many simil...
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02/21/2019