Averaged accessible information under Haar-random local measurements is a function of local purity and distinguishes dynamical confinement, ballistic transport, scar revivals, and many-body localization in quantum many-body systems.
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Diffusion maps identify quantum phase transitions in Bose-Hubbard systems, including symmetry-protected topological phases and ergodic vs. many-body localized regimes, without prior order parameters or handcrafted observables.
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Probing Quantum Information Scrambling via Local Randomized Measurements
Averaged accessible information under Haar-random local measurements is a function of local purity and distinguishes dynamical confinement, ballistic transport, scar revivals, and many-body localization in quantum many-body systems.
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Unsupervised Learning of Quantum Phase Transitions for Bose-Hubbard lattice systems
Diffusion maps identify quantum phase transitions in Bose-Hubbard systems, including symmetry-protected topological phases and ergodic vs. many-body localized regimes, without prior order parameters or handcrafted observables.