Practical Error Suppression and Mitigation for Reliable Quantum Computing
- URL: http://arxiv.org/abs/2608.20453v1
- Date: Thu, 20 Aug 2026 18:00:02 GMT
- Title: Practical Error Suppression and Mitigation for Reliable Quantum Computing
- Abstract summary: We discuss hardware-aware circuit design, coherent-error suppression, readout mitigation, noise extrapolation, classical inference, and software-supported.<n>We examine how error mitigation techniques can be adapted to encoded and logical-qubit settings so that they can operate alongside quantum error correction.
- Score: 6.851554431376911
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Quantum computing is entering a transitional regime between noisy intermediate-scale quantum (NISQ) processing and early fault-tolerant quantum computation (FTQC), in which increasingly capable hardware is beginning to support repeated syndrome measurements, partial error correction, and logical-qubit operations, while residual physical and logical errors remain non-negligible. In this regime, error suppression, error mitigation, and quantum error correction are increasingly better viewed as complementary layers of a unified error-reduction strategy rather than as separate approaches, with each acting at a different stage of the quantum computation to improve simulation reliability. Thus, in this review, we provide a practical and forward-looking overview of the principal hardware error sources and the corresponding error suppression and mitigation methods for reducing their impact across the current NISQ-FTQC transition. We discuss hardware-aware circuit design, coherent-error suppression, readout mitigation, noise extrapolation, classical inference, and software-supported workflows, with particular emphasis on their implementation on actual quantum processors. We further examine how error mitigation techniques can be adapted to encoded and logical-qubit settings so that they can operate alongside quantum error correction to suppress residual logical errors and improve the accuracy of computation in the early fault-tolerant regime.
Related papers
- Performance Limits of Fault-Tolerant Quantum Error Correction Schemes [10.119151462781442]
We derive bounds for the failure probability of Shor-style FT-QEC schemes using limited structural information.<n>Our analysis separates and quantifies two key contributors to the failure rate: decoding errors and residual errors arising from circuit-level faults.
arXiv Detail & Related papers (2026-05-23T10:17:42Z) - Reinforcement Learning Control of Quantum Error Correction [108.70420561323692]
Quantum computer learns to self-improve directly from its errors and never stops computing.<n>This work enables a new paradigm: a quantum computer that learns to self-improve directly from its errors and never stops computing.
arXiv Detail & Related papers (2025-11-11T17:32:25Z) - Compilation-informed probabilistic quantum error cancellation [2.079863206645103]
We introduce a quantum error mitigation (QEM) scheme against both compilation errors and logical-gate noise that is circuit-, QEC code-, and compiler-agnostic.<n>It features maximal circuit size and QEC code-distance both independent of the target precision, in contrast to strategies based on QEC alone.<n>Our method significantly reduces quantum resource requirements for high-precision estimations, offering a practical route towards fault-tolerant quantum computation with precision-independent overheads.
arXiv Detail & Related papers (2025-08-27T18:00:10Z) - Physics-Inspired Extrapolation for efficient error mitigation and hardware certification [10.804056735359618]
Quantum error mitigation is essential for the noisy intermediate-scale quantum era.<n>Most QEM methods incur an exponential sampling overhead to achieve unbiased estimates.<n>We propose a physics-inspired extrapolation, a linear circuit runtime protocol that achieves enhanced accuracy without incurring substantial overhead.
arXiv Detail & Related papers (2025-05-12T18:20:58Z) - Characterizing physical and logical errors in a transversal CNOT via cycle error reconstruction [0.24075310817964646]
advancing towards fault-tolerant quantum computing will require an understanding of the underlying error mechanisms in logical primitives.<n>We demonstrate the novel capability to characterize the physical error properties relevant to fault-tolerant operations via cycle error reconstruction.
arXiv Detail & Related papers (2025-04-16T11:22:32Z) - Low-Overhead Transversal Fault Tolerance for Universal Quantum Computation [36.3664581543528]
We show that logical operations can be performed fault-tolerantly with only a constant number of extraction rounds.<n>Our work sheds new light on the theory of quantum fault tolerance and has the potential to reduce the space-time cost of practical fault-tolerant quantum computation by over an order of magnitude.
arXiv Detail & Related papers (2024-06-25T15:43:25Z) - Near-Term Distributed Quantum Computation using Mean-Field Corrections
and Auxiliary Qubits [77.04894470683776]
We propose near-term distributed quantum computing that involve limited information transfer and conservative entanglement production.
We build upon these concepts to produce an approximate circuit-cutting technique for the fragmented pre-training of variational quantum algorithms.
arXiv Detail & Related papers (2023-09-11T18:00:00Z) - Compilation of a simple chemistry application to quantum error correction primitives [44.99833362998488]
We estimate the resources required to fault-tolerantly perform quantum phase estimation on a minimal chemical example.
We find that implementing even a simple chemistry circuit requires 1,000 qubits and 2,300 quantum error correction rounds.
arXiv Detail & Related papers (2023-07-06T18:00:10Z) - Deep Quantum Error Correction [73.54643419792453]
Quantum error correction codes (QECC) are a key component for realizing the potential of quantum computing.
In this work, we efficiently train novel emphend-to-end deep quantum error decoders.
The proposed method demonstrates the power of neural decoders for QECC by achieving state-of-the-art accuracy.
arXiv Detail & Related papers (2023-01-27T08:16:26Z) - Measuring NISQ Gate-Based Qubit Stability Using a 1+1 Field Theory and
Cycle Benchmarking [50.8020641352841]
We study coherent errors on a quantum hardware platform using a transverse field Ising model Hamiltonian as a sample user application.
We identify inter-day and intra-day qubit calibration drift and the impacts of quantum circuit placement on groups of qubits in different physical locations on the processor.
This paper also discusses how these measurements can provide a better understanding of these types of errors and how they may improve efforts to validate the accuracy of quantum computations.
arXiv Detail & Related papers (2022-01-08T23:12:55Z) - Circuit Symmetry Verification Mitigates Quantum-Domain Impairments [69.33243249411113]
We propose circuit-oriented symmetry verification that are capable of verifying the commutativity of quantum circuits without the knowledge of the quantum state.
In particular, we propose the Fourier-temporal stabilizer (STS) technique, which generalizes the conventional quantum-domain formalism to circuit-oriented stabilizers.
arXiv Detail & Related papers (2021-12-27T21:15:35Z) - Deterministic correction of qubit loss [48.43720700248091]
Loss of qubits poses one of the fundamental obstacles towards large-scale and fault-tolerant quantum information processors.
We experimentally demonstrate the implementation of a full cycle of qubit loss detection and correction on a minimal instance of a topological surface code.
arXiv Detail & Related papers (2020-02-21T19:48:53Z)
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.