Simulations identify distinct regimes in 1D Bose-Josephson dynamics: coherent oscillations, imbalance-driven dephasing with collapse-revival, equilibration with fragmentation, and strong-interaction dynamical freezing with suppressed tunneling.
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A VAE learns a minimal latent representation from noisy quantum simulator snapshots that correlates with the sine-Gordon equilibrium parameter and detects anomalous post-quench dynamics including frozen-in solitons.
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Dynamics of one-dimensional Bose-Josephson Junction in a Box Trap: From Coherent Oscillations to Many-Body Dephasing and Dynamical Freezing
Simulations identify distinct regimes in 1D Bose-Josephson dynamics: coherent oscillations, imbalance-driven dephasing with collapse-revival, equilibration with fragmentation, and strong-interaction dynamical freezing with suppressed tunneling.
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Learning Minimal Representations of Many-Body Physics from Snapshots of a Quantum Simulator
A VAE learns a minimal latent representation from noisy quantum simulator snapshots that correlates with the sine-Gordon equilibrium parameter and detects anomalous post-quench dynamics including frozen-in solitons.