Learning-based quantum error mitigation

A Strikis, D Qin, Y Chen, SC Benjamin, Y Li - PRX Quantum, 2021 - APS
If noisy-intermediate-scale-quantum-era quantum computers are to perform useful tasks,
they will need to employ powerful error mitigation techniques. Quasiprobability methods can …

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 …

Efficiently improving the performance of noisy quantum computers

S Ferracin, A Hashim, JL Ville, R Naik… - Quantum, 2024 - quantum-journal.org
Using near-term quantum computers to achieve a quantum advantage requires efficient
strategies to improve the performance of the noisy quantum devices presently available. We …

Noise tailoring for scalable quantum computation via randomized compiling

JJ Wallman, J Emerson - Physical Review A, 2016 - APS
Quantum computers are poised to radically outperform their classical counterparts by
manipulating coherent quantum systems. A realistic quantum computer will experience …

Approximate autonomous quantum error correction with reinforcement learning

Y Zeng, ZY Zhou, E Rinaldi, C Gneiting, F Nori - Physical Review Letters, 2023 - APS
Autonomous quantum error correction (AQEC) protects logical qubits by engineered
dissipation and thus circumvents the necessity of frequent, error-prone measurement …

[HTML][HTML] Error mitigation with Clifford quantum-circuit data

P Czarnik, A Arrasmith, PJ Coles, L Cincio - Quantum, 2021 - quantum-journal.org
Achieving near-term quantum advantage will require accurate estimation of quantum
observables despite significant hardware noise. For this purpose, we propose a novel …

Extending quantum probabilistic error cancellation by noise scaling

A Mari, N Shammah, WJ Zeng - Physical Review A, 2021 - APS
We propose a general framework for quantum error mitigation that combines and
generalizes two techniques: probabilistic error cancellation (PEC) and zero-noise …

Quantum computation with universal error mitigation on a superconducting quantum processor

C Song, J Cui, H Wang, J Hao, H Feng, Y Li - Science advances, 2019 - science.org
Medium-scale quantum devices that integrate about hundreds of physical qubits are likely to
be developed in the near future. However, these devices will lack the resources for realizing …

Quasiprobability decompositions with reduced sampling overhead

C Piveteau, D Sutter, S Woerner - npj Quantum Information, 2022 - nature.com
Quantum error-mitigation techniques can reduce noise on current quantum hardware
without the need for fault-tolerant quantum error correction. For instance, the …

Exponentially tighter bounds on limitations of quantum error mitigation

Y Quek, D Stilck França, S Khatri, JJ Meyer, J Eisert - Nature Physics, 2024 - nature.com
Quantum error mitigation has been proposed as a means to combat unwanted and
unavoidable errors in near-term quantum computing without the heavy resource overheads …