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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Entanglement in initial states of a 2D quantum Ising model suppresses true-vacuum bubble proliferation, stabilizing macroscopic clusters unlike product states.
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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.
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Entanglement-facilitated macroscopic cluster formation in quantum many-body dynamics
Entanglement in initial states of a 2D quantum Ising model suppresses true-vacuum bubble proliferation, stabilizing macroscopic clusters unlike product states.