Neural ODEs reproduce 2RDM dynamics from data only when three-particle cumulant correlations are strong, mapping the validity regime of cumulant expansions.
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2025 3verdicts
UNVERDICTED 3representative citing papers
Holographic superconductor with nonlinear coupling and driving exhibits time-crystalline phase via sum resonance and subharmonic growth that breaks time-translation symmetry.
A time-dependent partial density of states is defined and computed for laser-driven materials, illustrated on wurtzite ZnO to reveal bond structure in the dressed electron density.
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Capturing reduced-order quantum many-body dynamics out of equilibrium via neural ordinary differential equations
Neural ODEs reproduce 2RDM dynamics from data only when three-particle cumulant correlations are strong, mapping the validity regime of cumulant expansions.
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Time-Crystalline Phase in a Single-Band Holographic Superconductor
Holographic superconductor with nonlinear coupling and driving exhibits time-crystalline phase via sum resonance and subharmonic growth that breaks time-translation symmetry.
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Laser-dressed partial density of states
A time-dependent partial density of states is defined and computed for laser-driven materials, illustrated on wurtzite ZnO to reveal bond structure in the dressed electron density.