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Quantum machine learning in the latent space of high energy physics events

We investigate supervised and unsupervised quantum machine learning algorithms in the context of typical data analyses at the LHC. To accommodate the constraints on the problem size, dictated by limitations on the quantum hardware, we concatenate the quantum algorithms to the encoder of a classical...

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Detalles Bibliográficos
Autores principales: Anna Woźniak, Kinga, Belis, Vasilis, Pierini, Maurizio, Vallecorsa, Sofia, Dissertori, Günther, Barkoutsos, Panagiotis, Tavernelli, Ivano
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/2438/1/012115
http://cds.cern.ch/record/2870191