Robust optimal control for a systematic error in the control amplitude of transmon qubits
- URL: http://arxiv.org/abs/2408.13554v1
- Date: Sat, 24 Aug 2024 11:29:06 GMT
- Title: Robust optimal control for a systematic error in the control amplitude of transmon qubits
- Authors: Max Cykiert, Eran Ginossar,
- Abstract summary: We show that pulses designed by optimization can be used to counteract the loss of fidelity due to a control amplitude error of the transmon qubit.
We analyze the control landscape obtained by robust optimal control and find it to depend on the error range.
The controls are tested on the IBMQ's qubit and found to demonstrate resilience against significant $sim 10%$ errors.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: In the era of Noisy Intermediate-Scale Quantum computing as well as in error correcting circuits, physical qubits coherence time and high fidelity gates are essential to the functioning of quantum computers. In this paper, we demonstrate theoretically and experimentally, that pulses designed by optimization can be used to counteract the loss of fidelity due to a control amplitude error of the transmon qubit. We analyze the control landscape obtained by robust optimal control and find it to depend on the error range, namely the solutions can get trapped in the basin of attraction of sub-optimal solutions. Robust controls are found for different error values and are compared to an incoherent loss of fidelity mechanism due to a finite relaxation rate. The controls are tested on the IBMQ's qubit and found to demonstrate resilience against significant $\sim 10\%$ errors.
Related papers
- Optimal quantum controls robust against detuning error [0.0]
We use the Pontryagin's maximum principle (PMP) to solve the time and pulse-area optimization problems.
We find that short-CORPSE is a probable candidate of the time optimal solution according to the PMP.
We evaluate the performance of the pulse-area optimal robust control and the short-CORPSE, comparing with that of the direct operation.
arXiv Detail & Related papers (2024-05-18T04:11:18Z) - Frame Change Technique for Phase Transient Cancellation [5.078139820108554]
In our solid-state NMR system, we perform quantum simulation by modulating the natural Hamiltonian with control pulses.
In this work, we detail our ability to diagnose the error, calibrate its magnitude, and correct it for $pi/2$-pulses of arbitrary phase.
arXiv Detail & Related papers (2023-11-27T20:08:01Z) - Quantum hypothesis testing via robust quantum control [8.087946804627284]
We introduce a robust control approach optimized for a range of signal noise, demonstrating superior robustness beyond the predefined tolerance window.
On average, both the optimal control and robust control show improvements over the uncontrolled schemes for various dephasing or decay rates.
arXiv Detail & Related papers (2023-09-11T16:19:41Z) - Robust Control of Single-Qubit Gates at the Quantum Speed Limit [0.0]
We investigate the underlying robust time-optimal control problem so as to make the best balance.
Based on the Taylor expansion of the system's unitary propagator, we formulate the design problem as the optimal control of an augmented finite-dimensional system.
Numerical simulations for single-qubit systems show that the obtained time-optimal control pulses can effectively suppress gate errors.
arXiv Detail & Related papers (2023-09-11T10:10:58Z) - Optimal control for state preparation in two-qubit open quantum systems
driven by coherent and incoherent controls via GRAPE approach [77.34726150561087]
We consider a model of two qubits driven by coherent and incoherent time-dependent controls.
The dynamics of the system is governed by a Gorini-Kossakowski-Sudarshan-Lindblad master equation.
We study evolution of the von Neumann entropy, purity, and one-qubit reduced density matrices under optimized controls.
arXiv Detail & Related papers (2022-11-04T15:20:18Z) - Fault-tolerant parity readout on a shuttling-based trapped-ion quantum
computer [64.47265213752996]
We experimentally demonstrate a fault-tolerant weight-4 parity check measurement scheme.
We achieve a flag-conditioned parity measurement single-shot fidelity of 93.2(2)%.
The scheme is an essential building block in a broad class of stabilizer quantum error correction protocols.
arXiv Detail & Related papers (2021-07-13T20:08:04Z) - Correcting correlated errors for quantum gates in multi-qubit systems
using smooth pulse control [0.0]
In multi-qubit system, correlated errors subject to unwanted interactions with other qubits is one of the major obstacles for scaling up quantum computers.
We present two approaches to correct such noise and demonstrate with high fidelity and robustness.
arXiv Detail & Related papers (2021-03-15T07:24:33Z) - Optimal control of a nitrogen-vacancy spin ensemble in diamond for
sensing in the pulsed domain [52.77024349608834]
Defects in solid state materials provide an ideal platform for quantum sensing.
Control of such an ensemble is challenging due to the spatial variation in both the defect energy levels and in any control field across a macroscopic sample.
We experimentally demonstrate that we can overcome these challenges using Floquet theory and optimal control optimization methods.
arXiv Detail & Related papers (2021-01-25T13:01:05Z) - Crosstalk Suppression for Fault-tolerant Quantum Error Correction with
Trapped Ions [62.997667081978825]
We present a study of crosstalk errors in a quantum-computing architecture based on a single string of ions confined by a radio-frequency trap, and manipulated by individually-addressed laser beams.
This type of errors affects spectator qubits that, ideally, should remain unaltered during the application of single- and two-qubit quantum gates addressed at a different set of active qubits.
We microscopically model crosstalk errors from first principles and present a detailed study showing the importance of using a coherent vs incoherent error modelling and, moreover, discuss strategies to actively suppress this crosstalk at the gate level.
arXiv Detail & Related papers (2020-12-21T14:20:40Z) - Efficient and robust certification of genuine multipartite entanglement
in noisy quantum error correction circuits [58.720142291102135]
We introduce a conditional witnessing technique to certify genuine multipartite entanglement (GME)
We prove that the detection of entanglement in a linear number of bipartitions by a number of measurements scales linearly, suffices to certify GME.
We apply our method to the noisy readout of stabilizer operators of the distance-three topological color code and its flag-based fault-tolerant version.
arXiv Detail & Related papers (2020-10-06T18:00:07Z) - Neural Control Variates [71.42768823631918]
We show that a set of neural networks can face the challenge of finding a good approximation of the integrand.
We derive a theoretically optimal, variance-minimizing loss function, and propose an alternative, composite loss for stable online training in practice.
Specifically, we show that the learned light-field approximation is of sufficient quality for high-order bounces, allowing us to omit the error correction and thereby dramatically reduce the noise at the cost of negligible visible bias.
arXiv Detail & Related papers (2020-06-02T11:17:55Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.