[HTML][HTML] The variational quantum eigensolver: a review of methods and best practices

J Tilly, H Chen, S Cao, D Picozzi, K Setia, Y Li, E Grant… - Physics Reports, 2022 - Elsevier
The variational quantum eigensolver (or VQE), first developed by Peruzzo et al.(2014), has
received significant attention from the research community in recent years. It uses the …

Dynamical decoupling for superconducting qubits: a performance survey

N Ezzell, B Pokharel, L Tewala, G Quiroz, DA Lidar - Physical Review Applied, 2023 - APS
Dynamical decoupling (DD) is perhaps the simplest and least resource-intensive error-
suppression strategy for improving quantum computer performance. Here we report on a …

Quantum computation: Algorithms and applications

CH Cho, CY Chen, KC Chen, TW Huang… - Chinese Journal of …, 2021 - Elsevier
As the prospect of commercial quantum computers turns ever more real in recent times,
research in quantum algorithms becomes the center of attention. Due to the strong …

Differentiable quantum architecture search

SX Zhang, CY Hsieh, S Zhang… - Quantum Science and …, 2022 - iopscience.iop.org
Quantum architecture search (QAS) is the process of automating architecture engineering of
quantum circuits. It has been desired to construct a powerful and general QAS platform …

Demonstration of algorithmic quantum speedup

B Pokharel, DA Lidar - Physical Review Letters, 2023 - APS
Despite the development of increasingly capable quantum computers, an experimental
demonstration of a provable algorithmic quantum speedup employing today's non-fault …

Qubit readout error mitigation with bit-flip averaging

AWR Smith, KE Khosla, CN Self, MS Kim - Science advances, 2021 - science.org
Quantum computers are becoming increasingly accessible and may soon outperform
classical computers for useful tasks. However, qubit readout errors remain a substantial …

Machine learning of noise-resilient quantum circuits

L Cincio, K Rudinger, M Sarovar, PJ Coles - PRX Quantum, 2021 - APS
Noise mitigation and reduction will be crucial for obtaining useful answers from near-term
quantum computers. In this work, we present a general framework based on machine …

Neural predictor based quantum architecture search

SX Zhang, CY Hsieh, S Zhang… - … Learning: Science and …, 2021 - iopscience.iop.org
Variational quantum algorithms (VQAs) are widely speculated to deliver quantum
advantages for practical problems under the quantum–classical hybrid computational …

Mitigating realistic noise in practical noisy intermediate-scale quantum devices

J Sun, X Yuan, T Tsunoda, V Vedral, SC Benjamin… - Physical Review …, 2021 - APS
Quantum error mitigation (QEM) is vital for noisy intermediate-scale quantum (NISQ)
devices. While most conventional QEM schemes assume discrete gate-based circuits with …

Computationally efficient zero-noise extrapolation for quantum-gate-error mitigation

VR Pascuzzi, A He, CW Bauer, WA De Jong… - Physical Review A, 2022 - APS
Zero-noise extrapolation (ZNE) is a widely used technique for gate-error mitigation on near-
term quantum computers because it can be implemented in software and does not require …