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Jet substructure classification in high-energy physics with deep neural networks

Jet substructure classification in high-energy physics with deep neural networks

At the extreme energies of the Large Hadron Collider, massive particles can be produced at such high velocities that their hadronic decays are collimated and the resulting jets overlap. Deducing whether the substructure of an observed jet is due to a low-mass single particle or due to multiple decay objects …