211 citations · 992 across the 43 of their papers we have counts for
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quant-ph2020★ 105 cited
Quantum Machine Learning in High Energy Physics
Wen Guan, Gabriel Perdue, Arthur Pesah +4
Machine learning has been used in high energy physics for a long time, primarily at the analysis level with supervised classification. Quantum computing was postulated in the early…
physics.comp-ph2020★ 57 cited
Event Classification with Quantum Machine Learning in High-Energy Physics
Koji Terashi, Michiru Kaneda, Tomoe Kishimoto +3
We present studies of quantum algorithms exploiting machine learning to classify events of interest from background events, one of the most representative machine learning applicat…