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Generating muonic force carriers events with classical and quantum neural networks

Generative models (GM) are promising applications for near-term quantum computers due to the probabilistic nature of quantum mechanics. This work compares a classical conditional generative adversarial network (CGAN) with a quantum circuit Born machine while addressing their strengths and limitation...

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Detalles Bibliográficos
Autores principales: Ramazyan, T, Kiss, O, Grossi, M, Kajomovitz, E, Vallecorsa, S
Lenguaje:eng
Publicado: 2023
Materias:
Acceso en línea:https://dx.doi.org/10.1088/1742-6596/2438/1/012089
http://cds.cern.ch/record/2869680