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Het gebruik van qudits voor fouttolerante kwantum computatie

James Keppens

Published Oct 7, 2026• 0 citations
OpenAlex

Abstract

Qudits can be described by a state vector in a q-dimensional Hilbert space, enabling a more extensive encoding and manipulation of information compared to qubits. This implies that conducting fault-tolerant quantum computations using qudits rather than qubits might entail less overhead. In this work, I investigate the viability of qudits across three key components of a fault-tolerant quantum computer: hardware control, quantum error-correction codes, and logical gate operations. This includes benchmarking physically decomposed qudit gates against qubit-based implementations for a specific donor-spin system, threshold simulations of qudit error-correction codes using tailored simulators and decoders, and simulations of magic state distillation circuits with qudits. At the hardware level, a numerical leakage-aware randomized benchmarking protocol is applied to a native ququart encoding in a donor-spin system and compared against an equivalent pair of encoded qubits. The ququart implementation is found to reduce the lower-bound gate infidelity by 40 – 50%, a consequence of the fewer ESR and EDSR pulses and correspondingly lower cumulative noise exposure. This provides a concrete, platform-specific demonstration of reduced physical-gate overhead prior to the introduction of any error-correction redundancy. At the level of quantum error correction, the viability of qudits is investigated through the construction and simulation of the quantum circuits for the five-qudit perfect code. The code is evaluated under a multidimensional circuit-level noise model using decoders specifically adapted to the qudit setting. This yields the first threshold estimates reported for qutrit and ququint codes under circuit-level noise. After introducing a flag qudit to protect the code from hook errors, comparable error thresholds of the order of 10–4 are obtained for qudits of dimensions 2, 3 and 5. These simulations were subsequently performed using Sdim, a stabilizer tableau simulator that enabled threshold estimation up to dimension q = 7, a regime inaccessible to state-vector simulators such as Cirq. At the level of logical operations, magic state distillation protocols of the Bravyi-Kitaev type are simulated under logical circuit-level noise, to my knowledge for the first time for this protocol family. Once the Clifford operations implementing the distillation circuit are subject to a nonzero logical error rate, the achievable output fidelity saturates within a finite usable distillation range rather than an arbitrarily improvable one: roughly 0.9-15.6% for the |T⟩₂-type protocol, 3.7-5% for the |H⟩₂-type protocol and 5.4-7.4% for the |H+⟩₃-type protocol at a representative logical circuit-level noise level of pCL = 10–3. The qutrit protocol achieves a more favorable distillation threshold but suffers from a substantially lower yield due to its reduced syndrome acceptance probability. This highlights a trade-off between threshold performance and yield that is intrinsic to the higher-dimensional construction. Further investigation with more advanced and larger-scale protocols is required to better understand and characterize this behavior. Overall, these results show that qudits can provide real efficiency benefits: higher-dimensional control can improve physical gate fidelity, and qutrit and ququint error-correction thresholds can match those of qubits when hook errors are properly handled. However, logical circuit-level noise limits the maximum magic state fidelity, showing that the benefits of qudits are not yet fully realized at the logical-operation level. This thesis provides the first broad numerical study of these effects and introduces the simulation tools needed to explore larger code families, decoders, and distillation protocols.

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Qudit vs. qubit: Simulated performance of error-correction codes in higher dimensions

James Keppens, Quinten Eggerickx, Vukan Levajac +2 more

Qudits can be described by a state vector in a $q$-dimensional Hilbert space, enabling a more extensive encoding and manipulation of information compared to qubits. This implies that conducting fault-tolerant quantum computations using qudits rather than qubits might entail less overhead. In this work, we investigate the viability of qudits in error correction codes by creating and simulating the quantum circuitry for the smallest qudit error correction code with a multidimensional circuit-level noise model and specifically adapted decoders. After introducing a flag qudit to protect the code from hook errors, comparable error thresholds of the order of $10^{-4}$ are obtained for qudits of dimensions $2$, $3$ and $5$.

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The main focus of this thesis is to explore the advantages of using higher-dimensional quantum systems (qudits) as building blocks for fault-tolerant quantum computation. In particular, we investigate the two main essential ingredients of many state-of-the-art fault-tolerant schemes [133], which are magic state distillation and topological error correction. The theory for both of these components is well established for the qubit case, but little has been known for the generalised qudit case. For magic state distillation, we first present a general numerical approach that can be used to investigate the distillation properties of any stabilizer code. We use this approach to study small threedimensional (qutrit) codes and classify, for the first time, new types of qutrit magic states. We then provide an analytic study of a family of distillation protocols based on the quantum Reed-Muller codes. We discover a particular five-dimensional code that, by many measures, outperforms all known qubit codes. For the topological error correction, we study the qudit toric code serving as a quantum memory. For this purpose we examine an efficient renormalization group decoder to estimate the error correction threshold. We find that when the qudit toric code is subject to a generalised bit-flip noise, and for a sufficiently high dimension, a threshold of 30% can be obtained under perfect decoding.

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Universal quantum computers require fault-tolerant logical qudits, as qudits naturally align with the simulation of multi-level physical systems. Here, we present a general framework and working examples for encoding fault-tolerant logical qudits in finite-dimensional spin systems. We construct distance-$3$, distance-$5$ codewords, and general $2t+1$-distance codes that can be implemented using a single physical qudit or a small number of coupled qudits for higher distances, while requiring a Hilbert space dimension significantly smaller than conventional constructions based on multiple logical qubits. Logical operations and error correction protocols can be implemented with polynomial scaling in the number of elementary operations. We further discuss schematic designs for physical implementation and required single-gate fidelities, which are compatible with current spin qudit platforms. This strategy provides a resource-efficient path toward realizing fault-tolerant logical qudits in finite multi-level physical systems.

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Correcting errors in real time is essential for reliable large-scale quantum computations. Realizing this high-level function requires a system capable of several low-level primitives, including single-qubit and two-qubit operations, mid-circuit measurements of subsets of qubits, real-time processing of measurement outcomes, and the ability to condition subsequent gate operations on those measurements. In this work, we use a ten qubit QCCD trapped-ion quantum computer to encode a single logical qubit using the $[[7,1,3]]$ color code, first proposed by Steane~\cite{steane1996error}. The logical qubit is initialized into the eigenstates of three mutually unbiased bases using an encoding circuit, and we measure an average logical SPAM error of $1.7(6) \times 10^{-3}$, compared to the average physical SPAM error $2.4(8) \times 10^{-3}$ of our qubits. We then perform multiple syndrome measurements on the encoded qubit, using a real-time decoder to determine any necessary corrections that are done either as software updates to the Pauli frame or as physically applied gates. Moreover, these procedures are done repeatedly while maintaining coherence, demonstrating a dynamically protected logical qubit memory. Additionally, we demonstrate non-Clifford qubit operations by encoding a logical magic state with an error rate below the threshold required for magic state distillation. Finally, we present system-level simulations that allow us to identify key hardware upgrades that may enable the system to reach the pseudo-threshold.

arXiv:2107.07505•Jul 15, 2021•7 citations

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Laird Egan, Dripto M. Debroy, Crystal Noel +8 more

Quantum error correction protects fragile quantum information by encoding it into a larger quantum system. These extra degrees of freedom enable the detection and correction of errors, but also increase the operational complexity of the encoded logical qubit. Fault-tolerant circuits contain the spread of errors while operating the logical qubit, and are essential for realizing error suppression in practice. While fault-tolerant design works in principle, it has not previously been demonstrated in an error-corrected physical system with native noise characteristics. In this work, we experimentally demonstrate fault-tolerant preparation, measurement, rotation, and stabilizer measurement of a Bacon-Shor logical qubit using 13 trapped ion qubits. When we compare these fault-tolerant protocols to non-fault tolerant protocols, we see significant reductions in the error rates of the logical primitives in the presence of noise. The result of fault-tolerant design is an average state preparation and measurement error of 0.6% and a Clifford gate error of 0.3% after error correction. Additionally, we prepare magic states with fidelities exceeding the distillation threshold, demonstrating all of the key single-qubit ingredients required for universal fault-tolerant operation. These results demonstrate that fault-tolerant circuits enable highly accurate logical primitives in current quantum systems. With improved two-qubit gates and the use of intermediate measurements, a stabilized logical qubit can be achieved.

arXiv:2009.11482•Bulletin of the American Physical Society•Sep 24, 2020•54 citations

Architectures for fault-tolerant quantum computation

Joe O’Gorman

Quantum computing has enormous potential, but this can only be realised if quantum errors can be controlled sufficiently to allow quantum algorithms to be completed reliably. However, quantum-error-corrected logical quantum bits (qubits) which can be said to have achieved meaningful error suppression have not yet been demonstrated. This thesis reports research on several topics related to the challenge of designing fault-tolerant quantum computers. The first topic is a proposal for achieving large-scale error correction with the surface code in a silicon donor based quantum computing architecture. This proposal relaxes some of the stringent requirements in donor placement precision set by previous ideas from the single atom level to the order of 10 nm in some regimes. This is shown by means of numerical simulation of the surface code threshold. The second topic then follows, it is the development of a method for benchmarking and assessing the performance of small error correcting codes in few-qubit systems, introducing a metric called 'integrity' - closely linked to the trace distance -- and a proposal for experiments to demonstrate various stepping stones on the way to 'strictly superior' quantum error correction. Most quantum error correcting codes, including the surface code, do not allow for fault-tolerant universal computation without the addition of extra gadgets. One method of achieving universality is through a process of distilling and then consuming high quality 'magic states'. This process adds additional overhead to quantum computation over and above that incurred by the use of the base level quantum error correction. The latter parts of this thesis report an investigation into how many physical qubits are needed in a `magic state factory' within a surface code quantum computer and introduce a number of techniques to reduce the overhead of leading magic state techniques. It is found that universal quantum computing is achievable with ∼ 16 million qubits if error rates across a device are kept below 10-4. In addition, the thesis introduces improved methods of achieving magic state distillation for unconventional magic states that allow for logical small angle rotations, and show that this can be more efficient than synthesising these operations from the gates provided by traditional magic states.

•Jan 1, 2017•0 citations
Qudits can be described by a state vector in a q-dimensional Hilbert space, enabling a more extensive encoding and manipulation of information compared to qubits. This implies that conducting fault-tolerant quantum computations using qudits rather than qubits might entail less overhead. In this work, I investigate the viability of qudits across three key components of a fault-tolerant quantum computer: hardware control, quantum error-correction codes, and logical gate operations. This includes benchmarking physically decomposed qudit gates against qubit-based implementations for a specific donor-spin system, threshold simulations of qudit error-correction codes using tailored simulators and decoders, and simulations of magic state distillation circuits with qudits. At the hardware level, a numerical leakage-aware randomized benchmarking protocol is applied to a native ququart encoding in a donor-spin system and compared against an equivalent pair of encoded qubits. The ququart implementation is found to reduce the lower-bound gate infidelity by 40 – 50%, a consequence of the fewer ESR and EDSR pulses and correspondingly lower cumulative noise exposure. This provides a concrete, platform-specific demonstration of reduced physical-gate overhead prior to the introduction of any error-correction redundancy. At the level of quantum error correction, the viability of qudits is investigated through the construction and simulation of the quantum circuits for the five-qudit perfect code. The code is evaluated under a multidimensional circuit-level noise model using decoders specifically adapted to the qudit setting. This yields the first threshold estimates reported for qutrit and ququint codes under circuit-level noise. After introducing a flag qudit to protect the code from hook errors, comparable error thresholds of the order of 10–4 are obtained for qudits of dimensions 2, 3 and 5. These simulations were subsequently performed using Sdim, a stabilizer tableau simulator that enabled threshold estimation up to dimension q = 7, a regime inaccessible to state-vector simulators such as Cirq. At the level of logical operations, magic state distillation protocols of the Bravyi-Kitaev type are simulated under logical circuit-level noise, to my knowledge for the first time for this protocol family. Once the Clifford operations implementing the distillation circuit are subject to a nonzero logical error rate, the achievable output fidelity saturates within a finite usable distillation range rather than an arbitrarily improvable one: roughly 0.9-15.6% for the |T⟩₂-type protocol, 3.7-5% for the |H⟩₂-type protocol and 5.4-7.4% for the |H+⟩₃-type protocol at a representative logical circuit-level noise level of pCL = 10–3. The qutrit protocol achieves a more favorable distillation threshold but suffers from a substantially lower yield due to its reduced syndrome acceptance probability. This highlights a trade-off between threshold performance and yield that is intrinsic to the higher-dimensional construction. Further investigation with more advanced and larger-scale protocols is required to better understand and characterize this behavior. Overall, these results show that qudits can provide real efficiency benefits: higher-dimensional control can improve physical gate fidelity, and qutrit and ququint error-correction thresholds can match those of qubits when hook errors are properly handled. However, logical circuit-level noise limits the maximum magic state fidelity, showing that the benefits of qudits are not yet fully realized at the logical-operation level. This thesis provides the first broad numerical study of these effects and introduces the simulation tools needed to explore larger code families, decoders, and distillation protocols.
Qudits can be described by a state vector in a qqq-dimensional Hilbert space, enabling a more extensive encoding and manipulation of information compared to qubits. This implies that conducting fault-tolerant quantum computations using qudits rather than qubits might entail less overhead. In this work, we investigate the viability of qudits in error correction codes by creating and simulating the quantum circuitry for the smallest qudit error correction code with a multidimensional circuit-level noise model and specifically adapted decoders. After introducing a flag qudit to protect the code from hook errors, comparable error thresholds of the order of 10−410^{-4}10−4 are obtained for qudits of dimensions 222, 333 and 555.
The main focus of this thesis is to explore the advantages of using higher-dimensional quantum systems (qudits) as building blocks for fault-tolerant quantum computation. In particular, we investigate the two main essential ingredients of many state-of-the-art fault-tolerant schemes [133], which are magic state distillation and topological error correction. The theory for both of these components is well established for the qubit case, but little has been known for the generalised qudit case. For magic state distillation, we first present a general numerical approach that can be used to investigate the distillation properties of any stabilizer code. We use this approach to study small threedimensional (qutrit) codes and classify, for the first time, new types of qutrit magic states. We then provide an analytic study of a family of distillation protocols based on the quantum Reed-Muller codes. We discover a particular five-dimensional code that, by many measures, outperforms all known qubit codes. For the topological error correction, we study the qudit toric code serving as a quantum memory. For this purpose we examine an efficient renormalization group decoder to estimate the error correction threshold. We find that when the qudit toric code is subject to a generalised bit-flip noise, and for a sufficiently high dimension, a threshold of 30% can be obtained under perfect decoding.
Universal quantum computers require fault-tolerant logical qudits, as qudits naturally align with the simulation of multi-level physical systems. Here, we present a general framework and working examples for encoding fault-tolerant logical qudits in finite-dimensional spin systems. We construct distance-333, distance-555 codewords, and general 2t+12t+12t+1-distance codes that can be implemented using a single physical qudit or a small number of coupled qudits for higher distances, while requiring a Hilbert space dimension significantly smaller than conventional constructions based on multiple logical qubits. Logical operations and error correction protocols can be implemented with polynomial scaling in the number of elementary operations. We further discuss schematic designs for physical implementation and required single-gate fidelities, which are compatible with current spin qudit platforms. This strategy provides a resource-efficient path toward realizing fault-tolerant logical qudits in finite multi-level physical systems.
Correcting errors in real time is essential for reliable large-scale quantum computations. Realizing this high-level function requires a system capable of several low-level primitives, including single-qubit and two-qubit operations, mid-circuit measurements of subsets of qubits, real-time processing of measurement outcomes, and the ability to condition subsequent gate operations on those measurements. In this work, we use a ten qubit QCCD trapped-ion quantum computer to encode a single logical qubit using the [[7,1,3]][[7,1,3]][[7,1,3]] color code, first proposed by Steane~\cite{steane1996error}. The logical qubit is initialized into the eigenstates of three mutually unbiased bases using an encoding circuit, and we measure an average logical SPAM error of 1.7(6)×10−31.7(6) \times 10^{-3}1.7(6)×10−3, compared to the average physical SPAM error 2.4(8)×10−32.4(8) \times 10^{-3}2.4(8)×10−3 of our qubits. We then perform multiple syndrome measurements on the encoded qubit, using a real-time decoder to determine any necessary corrections that are done either as software updates to the Pauli frame or as physically applied gates. Moreover, these procedures are done repeatedly while maintaining coherence, demonstrating a dynamically protected logical qubit memory. Additionally, we demonstrate non-Clifford qubit operations by encoding a logical magic state with an error rate below the threshold required for magic state distillation. Finally, we present system-level simulations that allow us to identify key hardware upgrades that may enable the system to reach the pseudo-threshold.
Quantum error correction protects fragile quantum information by encoding it into a larger quantum system. These extra degrees of freedom enable the detection and correction of errors, but also increase the operational complexity of the encoded logical qubit. Fault-tolerant circuits contain the spread of errors while operating the logical qubit, and are essential for realizing error suppression in practice. While fault-tolerant design works in principle, it has not previously been demonstrated in an error-corrected physical system with native noise characteristics. In this work, we experimentally demonstrate fault-tolerant preparation, measurement, rotation, and stabilizer measurement of a Bacon-Shor logical qubit using 13 trapped ion qubits. When we compare these fault-tolerant protocols to non-fault tolerant protocols, we see significant reductions in the error rates of the logical primitives in the presence of noise. The result of fault-tolerant design is an average state preparation and measurement error of 0.6% and a Clifford gate error of 0.3% after error correction. Additionally, we prepare magic states with fidelities exceeding the distillation threshold, demonstrating all of the key single-qubit ingredients required for universal fault-tolerant operation. These results demonstrate that fault-tolerant circuits enable highly accurate logical primitives in current quantum systems. With improved two-qubit gates and the use of intermediate measurements, a stabilized logical qubit can be achieved.
Quantum computing has enormous potential, but this can only be realised if quantum errors can be controlled sufficiently to allow quantum algorithms to be completed reliably. However, quantum-error-corrected logical quantum bits (qubits) which can be said to have achieved meaningful error suppression have not yet been demonstrated. This thesis reports research on several topics related to the challenge of designing fault-tolerant quantum computers. The first topic is a proposal for achieving large-scale error correction with the surface code in a silicon donor based quantum computing architecture. This proposal relaxes some of the stringent requirements in donor placement precision set by previous ideas from the single atom level to the order of 10 nm in some regimes. This is shown by means of numerical simulation of the surface code threshold. The second topic then follows, it is the development of a method for benchmarking and assessing the performance of small error correcting codes in few-qubit systems, introducing a metric called 'integrity' - closely linked to the trace distance -- and a proposal for experiments to demonstrate various stepping stones on the way to 'strictly superior' quantum error correction. Most quantum error correcting codes, including the surface code, do not allow for fault-tolerant universal computation without the addition of extra gadgets. One method of achieving universality is through a process of distilling and then consuming high quality 'magic states'. This process adds additional overhead to quantum computation over and above that incurred by the use of the base level quantum error correction. The latter parts of this thesis report an investigation into how many physical qubits are needed in a `magic state factory' within a surface code quantum computer and introduce a number of techniques to reduce the overhead of leading magic state techniques. It is found that universal quantum computing is achievable with ∼ 16 million qubits if error rates across a device are kept below 10-4. In addition, the thesis introduces improved methods of achieving magic state distillation for unconventional magic states that allow for logical small angle rotations, and show that this can be more efficient than synthesising these operations from the gates provided by traditional magic states.