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Quantum phase detection generalization from marginal quantum neural network models

Quantum machine learning offers a promising advantage in extracting information about quantum states, e.g., phase diagram. However, access to training labels is a major bottleneck for any supervised approach, preventing getting insights about new physics. In this Letter, using quantum convolutional...

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Detalles Bibliográficos
Autores principales: Monaco, Saverio, Kiss, Oriel, Mandarino, Antonio, Vallecorsa, Sofia, Grossi, Michele
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:https://dx.doi.org/10.1103/PhysRevB.107.L081105
http://cds.cern.ch/record/2848944