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For quantum computers to successfully solve real-world problems, it is necessary to tackle the challenge of noise: the errors which occur in elementary physical components due to unwanted or imperfect interactions. The theory of quantum fault tolerance can provide an answer in the long term, but in the coming era of `NISQ' machines we must seek to ...
Zhenyu Cai +7 more
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Error and error mitigation in low-coverage genome assemblies. [PDF]
The recent release of twenty-two new genome sequences has dramatically increased the data available for mammalian comparative genomics, but twenty of these new sequences are currently limited to ∼2× coverage.
Melissa J Hubisz +3 more
doaj +6 more sources
Quantum Error Mitigation using Symmetry Expansion [PDF]
Even with the recent rapid developments in quantum hardware, noise remains the biggest challenge for the practical applications of any near-term quantum devices.
Zhenyu Cai
doaj +4 more sources
Error Mitigation via Verified Phase Estimation [PDF]
The accumulation of noise in quantum computers is the dominant issue stymieing the push of quantum algorithms beyond their classical counterparts. We do not expect to be able to afford the overhead required for quantum error correction in the next decade,
Thomas E. O’Brien +7 more
doaj +4 more sources
Virtual Distillation for Quantum Error Mitigation [PDF]
Contemporary quantum computers have relatively high levels of noise, making it difficult to use them to perform useful calculations, even with a large number of qubits.
William J. Huggins +8 more
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Fundamental limits of quantum error mitigation
The inevitable accumulation of errors in near-future quantum devices represents a key obstacle in delivering practical quantum advantages, motivating the development of various quantum error-mitigation methods.
Ryuji Takagi +3 more
doaj +2 more sources
Quantum Error Mitigation With Artificial Neural Network
A quantum error mitigation technique based on machine learning is proposed, which learns how to adjust the probabilities estimated by measurement in the computational basis.
Changjun Kim +2 more
doaj +3 more sources
Quantum Error Mitigation via Matrix Product Operators
In the era of noisy intermediate-scale quantum devices, the number of controllable hardware qubits is insufficient to implement quantum error correction.
Yuchen Guo, Shuo Yang
doaj +3 more sources
Practical Quantum Error Mitigation for Near-Future Applications
It is vital to minimize the impact of errors for near-future quantum devices that will lack the resources for full fault tolerance. Two quantum error mitigation (QEM) techniques have been introduced recently, namely, error extrapolation [Y. Li and S.
Suguru Endo, Simon C. Benjamin, Ying Li
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Active readout-error mitigation [PDF]
Mitigating errors is a significant challenge for near term quantum computers. One of the most important sources of errors is related to the readout of the quantum state into a classical bit stream. A variety of techniques have been proposed to mitigate these errors with post-hoc corrections.
Rebecca Hicks +3 more
openaire +4 more sources

