Author

Trevor Smith

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Preprint Sep 2026

Quantum Graph Neural Networks for Jet Tagging on Quantum Hardware

This work explores quantum machine learning for jet classification and presents a permutation-invariant Quantum Graph Neural Network (QGNN) applied to particle-cloud representations of jets, applying the model to two such discrimination tasks: quark vs. gluon and up vs. down quark flavor tagging.

Benjamin Jobilal, Jing-Hong Yang, Trevor Smith et al. · 0 citations