Fluctuation based interpretable analysis scheme for quantum many-body snapshots
Henning Schlömer,
Annabelle Bohrdt
Abstract:Microscopically understanding and classifying phases of matter is at the heart of strongly-correlated quantum physics. With quantum simulations, genuine projective measurements (snapshots) of the many-body state can be taken, which include the full information of correlations in the system. The rise of deep neural networks has made it possible to routinely solve abstract processing and classification tasks of large datasets, which can act as a guiding hand for quantum data analysis. However, though proven to b… Show more
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