Variational preparation of entangled states in a system of transmon qubits
- URL: http://arxiv.org/abs/2504.01754v2
- Date: Mon, 21 Apr 2025 15:09:23 GMT
- Title: Variational preparation of entangled states in a system of transmon qubits
- Authors: Alexander Yeremeyev, Aleksei Tolstobrov, Gleb Fedorov, Shtefan Sanduleanu, Peter Shlykov, Sergey Samarin, Shamil Kadyrmetov, Artyom Muraviev, Aleksey Bolgar, Daria Kalacheva, Viktor Lubsanov, Aleksei Dmitriev, Evgenia Alekseeva, Oleg V. Astafiev,
- Abstract summary: We use a minimally calibrated two-qubit i-Swap-like gate to prepare Bell states and GHZ states experimentally in systems of two and three transmon qubits.<n>Our proposed methodology employs variational quantum algorithms (VQAs) to create the target quantum state through imperfect multiqubit operations.
- Score: 29.259008600842517
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: The conventional method for generating entangled states in qubit systems relies on applying precise two-qubit entangling gates alongside single-qubit rotations. However, achieving high-fidelity entanglement demands high accuracy in two-qubit operations, requiring complex calibration protocols. In this work, we use a minimally calibrated two-qubit iSwap-like gate, tuned via straightforward parameter optimization (flux pulse amplitude and duration), to prepare Bell states and GHZ states experimentally in systems of two and three transmon qubits. By integrating this gate into a variational quantum algorithm (VQA), we bypass the need for intricate calibration while maintaining high fidelity. Our proposed methodology employs variational quantum algorithms (VQAs) to create the target quantum state through imperfect multiqubit operations. Furthermore, we experimentally demonstrate a violation of the Clauser-Horne-Shimony-Holt (CHSH) inequality for Bell states, confirming their high fidelity of preparation.
Related papers
- Gradient projection method for constrained quantum control [50.24983453990065]
We adopt the Gradient Projection Method (GPM) to problems of quantum control.<n>The main advantage of the method is that it allows to exactly satisfy the bounds.<n>We apply the GPM to several examples including generation of one- and two-qubit gates and two-qubit Bell and Werner states.
arXiv Detail & Related papers (2024-11-29T11:56:55Z) - Resource-Efficient Quantum Correlation Measurement: A Multicopy Neural Network Approach for Practical Applications [0.0]
We propose an alternative strategy that reduces the required information by combining multicopy measurements with artificial neural networks.<n>We have successfully measured two-qubit quantum correlations of Bell states subjected to a depolarizing channel.<n>Our experiments, conducted with transmon qubits on IBMQ processors, quantified the violation of Bell's inequality and the negativity of two-qubit entangled states.
arXiv Detail & Related papers (2024-11-08T18:07:23Z) - Fast quantum interconnects via constant-rate entanglement distillation [0.0]
We develop constant-rate entanglement distillation methods for quantum interconnects.
We prove the scheme has constant-rate in expectation and numerically optimize to achieve low practical overhead.
We find our optimized schemes outperform existing computationally efficient quantum interconnect schemes by an order of magnitude in relevant regimes.
arXiv Detail & Related papers (2024-08-28T16:54:54Z) - Dual-GSE: Resource-efficient Generalized Quantum Subspace Expansion [2.3847436897240453]
A generalized quantum subspace expansion (GSE) has been proposed that is significantly robust against coherent errors.
We propose a resource-efficient implementation of GSE, which we name "Dual-GSE"
Remarkably, Dual-GSE can further simulate larger quantum systems beyond the size of available quantum hardware.
arXiv Detail & Related papers (2023-09-25T14:28:40Z) - Realizing the Nishimori transition across the error threshold for
constant-depth quantum circuits [0.0]
We study the generation of the simplest long-range order on a 127 superconducting qubit device.
By experimentally tuning coherent and incoherent error rates, we demonstrate stability of this decoded long-range order in two spatial dimensions.
Our study exemplifies how measurement-based state preparation can be meaningfully explored on quantum processors beyond a hundred qubits.
arXiv Detail & Related papers (2023-09-06T09:43:12Z) - Quantum Gate Optimization for Rydberg Architectures in the Weak-Coupling
Limit [55.05109484230879]
We demonstrate machine learning assisted design of a two-qubit gate in a Rydberg tweezer system.
We generate optimal pulse sequences that implement a CNOT gate with high fidelity.
We show that local control of single qubit operations is sufficient for performing quantum computation on a large array of atoms.
arXiv Detail & Related papers (2023-06-14T18:24:51Z) - Quantum Gate Generation in Two-Level Open Quantum Systems by Coherent
and Incoherent Photons Found with Gradient Search [77.34726150561087]
We consider an environment formed by incoherent photons as a resource for controlling open quantum systems via an incoherent control.
We exploit a coherent control in the Hamiltonian and an incoherent control in the dissipator which induces the time-dependent decoherence rates.
arXiv Detail & Related papers (2023-02-28T07:36:02Z) - Optimal quantum control via genetic algorithms for quantum state
engineering in driven-resonator mediated networks [68.8204255655161]
We employ a machine learning-enabled approach to quantum state engineering based on evolutionary algorithms.
We consider a network of qubits -- encoded in the states of artificial atoms with no direct coupling -- interacting via a common single-mode driven microwave resonator.
We observe high quantum fidelities and resilience to noise, despite the algorithm being trained in the ideal noise-free setting.
arXiv Detail & Related papers (2022-06-29T14:34:00Z) - Automatic Qubit Characterization and Gate Optimization with QubiC [5.310385728746101]
Current calibration techniques require complicated and verbose measurements to tune up qubits and gates.
We develop a concise and automatic calibration protocol to characterize qubits and optimize gates using QubiC.
We demonstrate the QubiC automatic calibration protocols are capable of delivering high-fidelity gates on the state-of-the-art transmon-type processor.
arXiv Detail & Related papers (2021-04-22T05:09:56Z) - Composably secure data processing for Gaussian-modulated continuous
variable quantum key distribution [58.720142291102135]
Continuous-variable quantum key distribution (QKD) employs the quadratures of a bosonic mode to establish a secret key between two remote parties.
We consider a protocol with homodyne detection in the general setting of composable finite-size security.
In particular, we analyze the high signal-to-noise regime which requires the use of high-rate (non-binary) low-density parity check codes.
arXiv Detail & Related papers (2021-03-30T18:02:55Z) - 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)
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.