Evidence map›Paper›PMID 41667481›Full record

ArticleNature communications2026

Simulating fluid vortex interactions on a superconducting quantum processor.

Ziteng Wang, Jiarun Zhong, Ke Wang, Zitian Zhu, Zehang Bao, Chenjia Zhu, Wenwen Zhao, Yaomin Zhao, Yue Yang, Chao Song and 1 more

Abstract read
In one paragraph

Article in Nature communications, 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

11 authors.

Ziteng Wang *School of Aeronautics and Astronautics, Zhejiang University, Hangzhou, 310027, China.
Jiarun Zhong *School of Physics, ZJU-Hangzhou Global Scientific and Technological Innovation Center, and Zhejiang Key Laboratory of Micro-nano Quantum Chips and Quantum Control, Zhejiang University, Hangzhou, 310027, China.ORCID http://orcid.org/0009-0001-3631-6774
Ke WangSchool of Physics, ZJU-Hangzhou Global Scientific and Technological Innovation Center, and Zhejiang Key Laboratory of Micro-nano Quantum Chips and Quantum Control, Zhejiang University, Hangzhou, 310027, China.ORCID http://orcid.org/0000-0003-0307-5457
Zitian ZhuSchool of Physics, ZJU-Hangzhou Global Scientific and Technological Innovation Center, and Zhejiang Key Laboratory of Micro-nano Quantum Chips and Quantum Control, Zhejiang University, Hangzhou, 310027, China.ORCID http://orcid.org/0000-0002-8219-2311
Zehang BaoSchool of Physics, ZJU-Hangzhou Global Scientific and Technological Innovation Center, and Zhejiang Key Laboratory of Micro-nano Quantum Chips and Quantum Control, Zhejiang University, Hangzhou, 310027, China.ORCID http://orcid.org/0009-0007-9164-714X
Chenjia ZhuSchool of Aeronautics and Astronautics, Zhejiang University, Hangzhou, 310027, China.
Wenwen ZhaoSchool of Aeronautics and Astronautics, Zhejiang University, Hangzhou, 310027, China.
Yaomin ZhaoState Key Laboratory for Turbulence and Complex Systems, School of Mechanics and Engineering Science, Peking University, and HEDPS-CAPT, Peking University, Beijing, 100871, China.ORCID http://orcid.org/0000-0002-9597-5761
Yue YangState Key Laboratory for Turbulence and Complex Systems, School of Mechanics and Engineering Science, Peking University, and HEDPS-CAPT, Peking University, Beijing, 100871, China.ORCID http://orcid.org/0000-0001-9969-7431
Chao SongSchool of Physics, ZJU-Hangzhou Global Scientific and Technological Innovation Center, and Zhejiang Key Laboratory of Micro-nano Quantum Chips and Quantum Control, Zhejiang University, Hangzhou, 310027, China. chaosong@zju.edu.cn.ORCID http://orcid.org/0000-0002-1853-9392
Shiying XiongSchool of Aeronautics and Astronautics, Zhejiang University, Hangzhou, 310027, China. shiying.xiong@zju.edu.cn.ORCID http://orcid.org/0000-0002-0468-4249

Funding

National Natural Science Foundation of China (National Science Foundation of China) 12302294National Natural Science Foundation of China (National Science Foundation of China) 12432010National Natural Science Foundation of China (National Science Foundation of China) 12525201
6 · The paper itself

Abstract

Vortex interactions are commonly observed in atmospheric turbulence, plasma dynamics, and collective behaviors in biological systems. However, accurately simulating these complex interactions is highly challenging due to the need to capture fine-scale details over extended timescales, which places computational burdens on traditional methods. In this study, we introduce a quantum vortex method, reformulating the Navier-Stokes (NS) equations within a quantum mechanical framework to enable the simulation of multi-vortex interactions on a quantum computer. We construct the effective Hamiltonian for the vortex system and implement a spatiotemporal evolution circuit to simulate its dynamics over prolonged periods. By leveraging eight qubits on a superconducting quantum processor with gate fidelities of 99.97% for single-qubit gates and 99.76% for two-qubit gates, we successfully reproduce natural vortex interactions. Overall, we establish a framework that reformulates vortex dynamics into a normalized wavefunction representation compatible with quantum system unitary evolution, combined with the designed spatiotemporal encoding scheme, providing a concrete pathway toward leveraging quantum resources in fluid systems.

Identifiers

PMID41667481
PMCPMC13003102

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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.