Evidence map›Paper›PMID 42801589›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Dipolar Coupling Errors in Nuclear Spin Qubits.

I D Thorvaldson, P Macha, J Reiner, S H Misha, Y Chung, L Kranz, D Keith, S Monir, D Poulos, S Sutherland and 6 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors.

I D ThorvaldsonSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.ORCID https://orcid.org/0009-0007-0761-2738
P MachaSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.
J ReinerSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.
S H MishaSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.ORCID https://orcid.org/0009-0004-1412-5274
Y ChungSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.
L KranzSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.
D KeithSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.ORCID https://orcid.org/0000-0001-7990-3189
S MonirSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.ORCID https://orcid.org/0000-0002-0474-4264
D PoulosSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.ORCID https://orcid.org/0009-0004-3125-1627
S SutherlandSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.
Y-L HsuehSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.ORCID https://orcid.org/0000-0001-9232-0930
B ThorgrimssonSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.
R RahmanSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.ORCID https://orcid.org/0000-0003-1649-823X
J G KeizerSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.ORCID https://orcid.org/0000-0001-5341-4774
S K GormanSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.
M Y SimmonsSilicon Quantum Computing Pty. Ltd., UNSW Sydney, Australia.

Funding

Centre of Excellence for Quantum Computation and Communication Technology, Australian Research Council CE170100012Silicon Quantum Computing Pty. Ltd.
6 · The paper itself

Abstract

Nuclear spins have been studied since the beginning of quantum information science since they form the prototypical qubit with long coherence times and high-fidelity operation. To perform practical fault-tolerant quantum computations, however, not only do we require precision manufacturing techniques to produce millions of qubits, but these techniques need to consistently yield low-error qubits. A deep understanding and control of the interactions between the qubits and their environment are needed as we scale so that devices can be engineered to avoid high error rates. In this work, we experimentally and theoretically characterize two often-overlooked error mechanisms affecting nuclear spin qubits in silicon caused by local interactions. The first is the direct magnetic interactions between nuclear spins, causing dipolar coupling errors, and the second is the interactions between the nuclear spins and their associated electron spin, causing "hotspots" of anisotropic hyperfine coupling errors. By modeling the properties of the combined electron-nuclear spin system as a function of magnetic field, contact hyperfine strength, and electron tunnel rate, we show how these errors can be reliably mitigated, giving rise to readout fidelities of

Indexed as

anisotropic hyperfinedipolar couplingmeasurementnuclear spinsphosphorusquantum computingsilicon

Identifiers

PMID42801589
PMCPMC13616344

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.