Journal of Physics B Atomic Molecular and Optical Physics · 2022 · 15 citations · 58 references
Natural SciencesPhysicsMathematical PhysicsOptimizationQuantum MechanicsControl TheoryOptimal ControlQuantum ComputationQuantum ControlQuantum DynamicsQuantum SimulationQuantum Optimal Control
Abstract Quantum optimal control theory is becoming increasingly crucial as quantum devices become more precise, but the need to quickly optimize these systems classically remains a significant bottleneck in their operation. Here we present a new theoretical quantum control framework for much faster optimization than the state of the art by replacing standard time propagation with a product of short-time propagators, each calculated using the Magnus expansion. The derived formulas for exact series terms and their gradients, based on earlier approximate integrals in a simulation setting, allow us to subsume the high cost of calculating commutators and integrals as an initial overhead. This provides an order of magnitude speedup for quantum control optimization.
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SciPy 1.0: fundamental algorithms for scientific computing in Python
Nature Methods · 2020 · 37.9K citations · Full text
A variational eigenvalue solver on a photonic quantum processor
Alberto Peruzzo, Jarrod R. McClean, Peter Shadbolt et al. · Nature Communications · 2014 · 4.6K citations · Full text
Natural Sciences, Chemistry, Physics +17
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Quantum Computations with Cold Trapped Ions
J. I. Cirac, P. Zoller · Physical Review Letters · 1995 · 3.7K citations
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