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Learning Non-Markovian Noise via Ensemble Optimal Control

quant-ph · 2026-04-18 · unverdicted · novelty 5.0

Machine learning trains an ensemble optimal control scheme to pick optimal measurement times for non-Markovian quantum noise parameters, reaching near Cramér-Rao bound precision.

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Showing 2 of 2 citing papers.

  • Generalized hydrodynamics of free fermions under extensive-charge monitoring cond-mat.stat-mech · 2026-04-07 · unverdicted · none · ref 103

    Extensive charge monitoring in free fermion systems creates discontinuities in hydrodynamic profiles and suppresses transport in the Zeno limit by treating the non-local Lindbladian as localized impurities within a GHD description.

  • Learning Non-Markovian Noise via Ensemble Optimal Control quant-ph · 2026-04-18 · unverdicted · none · ref 50

    Machine learning trains an ensemble optimal control scheme to pick optimal measurement times for non-Markovian quantum noise parameters, reaching near Cramér-Rao bound precision.