Real-time two-axis control of a spin qubit
arXiv:2308.02012 · doi:10.1038/s41467-024-45857-0
Abstract
Optimal control of qubits requires the ability to adapt continuously to their ever-changing environment. We demonstrate a real-time control protocol for a two-electron singlet-triplet qubit with two fluctuating Hamiltonian parameters. Our approach leverages single-shot readout classification and dynamic waveform generation, allowing full Hamiltonian estimation to dynamically stabilize and optimize the qubit performance. Powered by a field-programmable gate array (FPGA), the quantum control electronics estimates the Overhauser field gradient between the two electrons in real time, enabling controlled Overhauser-driven spin rotations and thus bypassing the need for micromagnets or nuclear polarization protocols. It also estimates the exchange interaction between the two electrons and adjusts their detuning, resulting in extended coherence of Hadamard rotations when correcting for fluctuations of both qubit axes. Our study emphasizes the critical role of feedback in enhancing the performance and stability of quantum devices affected by quasistatic noise. Feedback will play an essential role in improving performance in various qubit implementations that go beyond spin qubits, helping realize the full potential of quantum devices for quantum technology applications.
References in corpus (50)
- Semiconductor Spin Qubits
- Real-time quantum feedback prepares and stabilizes photon number states
- Fast universal quantum control above the fault-tolerance threshold in silicon
- Quantum feedback control of a superconducting qubit: Persistent Rabi oscillations
- Measurement-based quantum control of mechanical motion
- Universal control of a six-qubit quantum processor in silicon
- Universal quantum control of two-electron spin quantum bits using dynamic nuclear polarization
- A four-qubit germanium quantum processor
- Real-time optimal quantum control of mechanical motion at room temperature
- Semiconductor Qubits In Practice
- Electrometry Using Coherent Exchange Oscillations in a Singlet-Triplet-Qubit
- Quantum control of a nanoparticle optically levitated in cryogenic free space
- Measurement and control of a mechanical oscillator at its thermal decoherence rate
- Quantum feedback: theory, experiments, and applications
- Repeated quantum error correction on a continuously encoded qubit by real-time feedback
- Noise suppression using symmetric exchange gates in spin qubits
- Suppressing qubit dephasing using real-time Hamiltonian estimation
- Feedback cooling of a single trapped ion
- Two-axis control of a singlet-triplet qubit with an integrated micromagnet
- Optimized quantum sensing with a single electron spin using real-time adaptive measurements
- Review of performance metrics of spin qubits in gated semiconducting nanostructures
- Information-to-work conversion by Maxwell's demon in a superconducting circuit-QED system
- Mid-circuit correction of correlated phase errors using an array of spectator qubits
- Manipulating a qubit through the backaction of sequential partial measurements and real-time feedback
- Quantum Feedback Control of Atomic Motion in an Optical Cavity
- Persistent control of a superconducting qubit by stroboscopic measurement feedback
- Probing quantum devices with radio-frequency reflectometry
- Universal phase shift and non-exponential decay of driven single-spin oscillations
- Spectrum of the Nuclear Environment for GaAs Spin Qubits
- Reversing quantum trajectories with analog feedback
- Prediction and real-time compensation of qubit decoherence via machine-learning
- Characterization of a qubit Hamiltonian using adaptive measurements in a fixed basis
- Closed-loop control of a GaAs-based singlet-triplet spin qubit with 99.5% gate fidelity and low leakage
- Relaxation and Readout Visibility of a Singlet-Triplet Qubit in an Overhauser Field Gradient
- Spectroscopy of cross-correlations of environmental noises with two qubits
- Neural-Network Heuristics for Adaptive Bayesian Quantum Estimation
- Tuning methods for semiconductor spin--qubits
- Improving qubit coherence using closed-loop feedback
- Simultaneous Operations in a Two-Dimensional Array of Singlet-Triplet Qubits
- Adaptive tracking of a time-varying field with a quantum sensor
- Charge State Hysteresis in Semiconductor Quantum Dots
- High-fidelity gate set for exchange-coupled singlet-triplet qubits
- Real-Time Feedback Control of Charge Sensing for Quantum Dot Qubits
- Machine learning for predictive estimation of qubit dynamics subject to dephasing
- Beating the thermal limit of qubit initialization with a Bayesian Maxwell's demon
- Continuous Real-Time Sensing with a Nitrogen Vacancy Center via Coherent Population Trapping
- Extending qubit coherence by adaptive quantum environment learning
- Feedback-based active reset of a spin qubit in silicon
- Approaching ideal visibility in singlet-triplet qubit operations using energy-selective tunneling-based Hamiltonian estimation
- Probing two-qubit capacitive interactions beyond bilinear regime using dual Hamiltonian parameter estimations
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- Universal control of four singlet-triplet qubits
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- Passive and active suppression of transduced noise in silicon spin qubits
- Decoherence of electron spin qubit during transfer between two semiconductor quantum dots at low magnetic fields
- Stabilizing an individual charge fluctuator in a Si/SiGe quantum dot
- Real-time adaptive tracking of fluctuating relaxation rates in superconducting qubits
- Efficient adaptive Bayesian estimation of a slowly fluctuating Overhauser field gradient
- Efficient Qubit Calibration by Binary-Search Hamiltonian Tracking
- Charge state estimation in quantum dots using a Bayesian approach
- Rapid Autotuning of a SiGe Quantum Dot into the Single-Electron Regime with Machine Learning and RF-Reflectometry FPGA-Based Measurements
- Comparison of spin-qubit architectures for quantum error-correcting codes