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Physical Review A

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Interpretable representation learning of quantum data enabled by probabilistic variational autoencoders

Paulin de Schoulepnikoff , Gorka Muñoz-Gil ^*, Hendrik Poulsen Nautrup , and Hans J. Briegel

University of Innsbruck, Department of Theoretical Physics, Technikerstraße 21a, A-6020 Innsbruck, Austria

^*Contact author: gorka.munoz-gil@uibk.ac.at

Learning minimal representations of many-body physics from snapshots of a quantum simulator

Frederik Møller, Gabriel Fernández-Fernández, Thomas Schweigler, Paulin de Schoulepnikoff, Jörg Schmiedmayer, and Gorka Muñoz-Gil

Phys. Rev. Research 8 023094 (2026)

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ISSN 2469-9934 (online), 2469-9926 (print).

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