Quantum Brain

Papers

Live trends in quantum computing research, updated daily from arXiv.

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31,204

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15,383 papers in 12 months (-8% vs prior quarter)

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31,204 papers found

GRAPE optimization for open quantum systems with time-dependent decoherence rates driven by coherent and incoherent controls

V. Petruhanov, A. Pechen·Jul 11, 2023

The GRadient Ascent Pulse Engineering (GRAPE) method is widely used for optimization in quantum control. GRAPE is gradient search method based on exact expressions for gradient of the control objective. It has been applied to various coherently contr...

Physics

A Model for Circuit Execution Runtime And Its Implications for Quantum Kernels At Practical Data Set Sizes

Travis L. Scholten, Derrick Perry, Joseph E. Washington +2 more·Jul 11, 2023

Quantum machine learning (QML) is a fast-growing discipline within quantum computing. One popular QML algorithm, quantum kernel estimation, uses quantum circuits to estimate a similarity measure (kernel) between two classical feature vectors. Given a...

Physics

Robust design under uncertainty in quantum error mitigation

Maksym Prodius, Piotr Czarnik, Michael McKerns +2 more·Jul 11, 2023

Error mitigation techniques are crucial to achieving near-term quantum advantage. Classical post-processing of quantum computation outcomes is a popular approach for error mitigation, which includes methods such as Zero Noise Extrapolation, Virtual D...

Quantum Physics

Precise image generation on current noisy quantum computing devices

F. Rehm, S. Vallecorsa, K. Borras +3 more·Jul 11, 2023

The quantum angle generator (QAG) is a new full quantum machine learning model designed to generate accurate images on current noise intermediate scale quantum devices. Variational quantum circuits form the core of the QAG model, and various circuit ...

Physics

Large‐Scale On‐Chip Integration of Gate‐Voltage Addressable Hybrid Superconductor–Semiconductor Quantum Wells Field Effect Nano‐Switch Arrays

K. Delfanazari, Jiahui Li, P. Ma +10 more·Jul 10, 2023

Stable, reproducible, scalable, addressable, and controllable hybrid superconductor–semiconductor (S–Sm) junctions and switches are key circuit elements and building blocks of gate‐based quantum processors. The electrostatic field effect produced by ...

Physics

Quantum dots for quantum information technology

T. Heindel, Jehyung Kim, N. Gregersen +2 more·Jul 10, 2023

The generation, manipulation, storage, and detection of single photons play a central role in emerging photonic quantum information technology. Individual photons serve as flying qubits and transmit the quantum information at high speed and with low ...

Physics

Reliable Devices Yield Stable Quantum Computations

S. Dasgupta, T. Humble·Jul 10, 2023

Stable quantum computation requires noisy results to remain bounded even in the presence of noise fluctuations. Yet non-stationary noise processes lead to drift in the varying characteristics of a quantum device that can greatly influence the circuit...

PhysicsComputer Science

Quantum Zeno effect: a qutrit controlled by a qubit

K. Kumari, G. Rajpoot, S. Jain·Jul 10, 2023

For a three-level system monitored by an ancilla, we show that quantum Zeno effect can be employed to control quantum jump for error correction. Further, we show that we can realize cNOT gate, and effect dense coding and teleportation. We believe tha...

Physics

Spin-EPR-pair separation by conveyor-mode single electron shuttling in Si/SiGe

Tom Struck, Mats Volmer, L. Visser +7 more·Jul 10, 2023

Long-ranged coherent qubit coupling is a missing function block for scaling up spin qubit based quantum computing solutions. Spin-coherent conveyor-mode electron-shuttling could enable spin quantum-chips with scalable and sparse qubit-architecture. I...

PhysicsMedicine

Quantum error correction beyond the toric code: dynamical systems meet encoding

G. Rajpoot, K. Kumari, S. Jain·Jul 10, 2023

We construct surface codes corresponding to genus greater than one in the context of quantum error correction. The architecture is inspired by the topology of invariant integral surfaces of certain non-integrable classical billiards. Corresponding to...

Physics

The Electronic Structure of the Hydrogen Molecule: A Tutorial Exercise in Classical and Quantum Computation

V. Graves, Christoph Sünderhauf, N. S. Blunt +2 more·Jul 9, 2023

In this educational paper, we will discuss calculations on the hydrogen molecule on both classical and quantum computers. In the former case, we will discuss the calculation of molecular integrals that can then be used to calculate potential energy c...

PhysicsMedicine

Phase transitions in sampling and error correction in local Brownian circuits

S. Sahu, Shao-Kai Jian·Jul 9, 2023

We study the emergence of anticoncentration and approximate unitary design behavior in local Brownian circuits. The dynamics of circuit averaged moments of the probability distribution and entropies of the output state can be represented as imaginary...

Physics

Quantum techniques for eigenvalue problems

Dean Lee·Jul 8, 2023

This article is a brief introduction to quantum algorithms for the eigenvalue problem in quantum many-body systems. Rather than a broad survey of topics, we focus on providing a conceptual understanding of several quantum algorithms that cover the es...

Physics

Noisy Tensor Ring approximation for computing gradients of Variational Quantum Eigensolver for Combinatorial Optimization

Dheeraj Peddireddy, Utkarsh Priyam, V. Aggarwal·Jul 8, 2023

Variational Quantum algorithms, especially Quantum Approximate Optimization and Variational Quantum Eigensolver (VQE) have established their potential to provide computational advantage in the realm of combinatorial optimization. However, these algor...

PhysicsComputer Science

Enhancing the efficiency of quantum-dot-based single-photon source designs by suppressing background emission using concentric rings

Martin Arentoft Jacobsen, Luca Vannucci, Julien Claudon +2 more·Jul 7, 2023

In this paper, we theoretically demonstrate that a few-period circular Bragg reflector consisting of concentric rings placed around an infinite nanowire with an embedded quantum dot can increase the fraction of radiative emission into the fundamental...

physics.opticsQuantum Physics

Path-integral simulation of exchange interactions in CMOS spin qubits

J. D. Cifuentes, Philip Y. Mai, Fr'ed'eric Schlattner +5 more·Jul 7, 2023

The boom of semiconductor quantum computing platforms created a demand for computer-aided design and fabrication of quantum devices. Path integral Monte Carlo (PIMC) can have an important role in this effort because it intrinsically integrates strong...

Physics

Error-tolerant quantum convolutional neural networks for symmetry-protected topological phases

Petr Zapletal, Nathan A. McMahon, M. Hartmann·Jul 7, 2023

The analysis of noisy quantum states prepared on current quantum computers is getting beyond the capabilities of classical computing. Quantum neural networks based on parametrized quantum circuits, measurements and feed-forward can process large amou...

Physics

Experimental quantum natural gradient optimization in photonics

Yizhi Wang, Shichuan Xue, Yaxuan Wang +10 more·Jul 7, 2023

Variational quantum algorithms (VQAs) combining the advantages of parameterized quantum circuits and classical optimizers, promise practical quantum applications in the noisy intermediate-scale quantum era. The performance of VQAs heavily depends on ...

PhysicsComputer ScienceMedicine

Experimental demonstration of a high-fidelity virtual two-qubit gate

Akhil Pratap Singh, K. Mitarai, Yasunari Suzuki +4 more·Jul 6, 2023

We experimentally demonstrate a virtual two-qubit gate and characterize it using quantum process tomography~(QPT). The virtual two-qubit gate decomposes an actual two-qubit gate into single-qubit unitary gates and projection gates in quantum circuits...

Physics

Adaptive projected variational quantum dynamics

David Linteau, Stefano Barison, N. Lindner +1 more·Jul 6, 2023

We propose an adaptive quantum algorithm to prepare accurate variational time evolved wave functions. The method is based on the projected Variational Quantum Dynamics (pVQD) algorithm, that performs a global optimization with linear scaling in the n...

Physics
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