An almost deterministic cooling by measurements
arXiv:2301.01888 · doi:10.1002/qute.202300435
Abstract
Nondeterministic measurement-based techniques are efficient in reshaping the population distribution of a quantum system but suffer from a limited success probability of holding the system in the target state. To reduce the experimental cost, we exploit the state-engineering mechanisms of both conditional and unconditional measurements and propose a two-step protocol assisted by a qubit to cool a resonator down to the ground state with a near-unit probability. In the first step, the unconditional measurements on the ancillary qubit are applied to reshape the target resonator from a thermal state to a reserved Fock state. The measurement sequence is optimized by reinforcement learning for a maximum fidelity. In the second step, the population on the reserved state can be faithfully transferred in a stepwise way to the resonator's ground state with a near-unit fidelity by the conditional measurements on the qubit. Intrinsic nondeterminacy of the projection-based conditional measurement is effectively inhibited by properly spacing the measurement sequence, which makes the Kraus operator act as a lowering operator for neighboring Fock states. Through dozens of measurements, the initial thermal average occupation of the resonator can be reduced by five orders in magnitude with a success probability over .
arXiv comment11 pages, 5 figures
References in corpus (52)
- Machine learning and the physical sciences
- Laser cooling of a nanomechanical oscillator into its quantum ground state
- Measurement-based quantum computation with cluster states
- Adiabatic Quantum Computing
- Measurement-based quantum computation
- Theory of ground state cooling of a mechanical oscillator using dynamical back-action
- Radiation-pressure cooling and optomechanical instability of a micro-mirror
- Self-cooling of a micro-mirror by radiation pressure
- High-fidelity projective readout of a solid-state spin quantum register
- Quantum Zeno Effect and the Many-body Entanglement Transition
- Quantum Annealing and Analog Quantum Computation
- Motional Quantum Ground State of a Levitated Nanoparticle from Room Temperature
- Unitary-projective entanglement dynamics
- A 10-qubit solid-state spin register with quantum memory up to one minute
- Quantum acoustics with superconducting qubits
- Measurement-based quantum control of mechanical motion
- Feedback cooling of a cantilever's fundamental mode below 5 mK
- Real-time optimal quantum control of mechanical motion at room temperature
- Quantum control of a nanoparticle optically levitated in cryogenic free space
- Pulsed quantum optomechanics
- Superconducting Qubit Storage and Entanglement with Nanomechanical Resonators
- Quantum Measurement Cooling
- Partial-measurement back-action and non-classical weak values in a superconducting circuit
- Criticality-Enhanced Quantum Sensing via Continuous Measurement
- Cooling-by-measurement and mechanical state tomography via pulsed optomechanics
- When does reinforcement learning stand out in quantum control? A comparative study on state preparation
- Optical cooling of magnons
- Quantum control by von Neumann measurements
- Purification through Zeno-like Measurements
- Wavelength-sized GaAs optomechanical resonators with GHz frequency
- A measurement-based variational quantum eigensolver
- Demon-like Algorithmic Quantum Cooling and its Realization with Quantum Optics
- Ground state cooling of a nanomechanical resonator in the weak-confinement regime via quantum interference
- Quantum nondemolition measurement of an electron spin qubit
- Nondeterminstic ultrafast ground state cooling of a mechanical resonator
- Cooling a Mechanical Resonator with a Nitrogen-Vacancy Center Ensemble Using a Room Temperature Excited State Spin-Strain Interaction
- Reinforcement Learning for Digital Quantum Simulation
- Ultrafast Optimal Sideband Cooling under Non-Markovian Evolution
- Double-EIT Ground-State Cooling of Stationary Two-Dimensional Ion Lattices
- Charging by quantum measurement
- Measurement-based cooling of a nonlinear mechanical resonator
- Driving quantum systems with repeated conditional measurements
- Stroboscopic quantum optomechanics
- Ground state cooling of quantum systems via a one-shot measurement
- Probabilistic Eigensolver with a Trapped-Ion Quantum Processor
- An efficient cooling of the quantized vibration by a four-level configuration
- Cooling a micro-mechanical resonator to its ground state by measurement back-action
- Production of Fock Mixtures in Trapped Ions for Motional Metrology
- Quantum non-demolition measurements of moving target states
- Measurement-based ground state cooling of a trapped ion oscillator
- Optimizing measurement-based cooling by reinforcement learning
- Simultaneous cooling by measuring one ancillary system