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Single-atom-resolved probing of lattice gases in momentum space
Hugo Cayla, Cécile Carcy, Quentin Bouton +4
Measuring the full distribution of individual particles is of fundamental importance to characterize many-body quantum systems through correlation functions at any order. Here we d…
Learning hard quantum distributions with variational autoencoders
Andrea Rocchetto, Edward Grant, Sergii Strelchuk +2
Studying general quantum many-body systems is one of the major challenges in modern physics because it requires an amount of computational resources that scales exponentially with…
Universal Scaling Laws for Correlation Spreading in Quantum Systems with Short- and Long-Range Interactions
Lorenzo Cevolani, Julien Despres, Giuseppe Carleo +2
We study the spreading of information in a wide class of quantum systems, with variable-range interactions. We show that, after a quench, it generally features a double structure,…
Many-body quantum state tomography with neural networks
Giacomo Torlai, Guglielmo Mazzola, Juan Carrasquilla +3
The experimental realization of increasingly complex synthetic quantum systems calls for the development of general theoretical methods, to validate and fully exploit quantum resou…