Evidence map›Paper›PMID 41656370›Full record

ArticleScientific reports2026

Experimental study of multiple-shot unitary channels discrimination using the IBM Q computers.

Adam Bílek, Jan Hlisnikovský, Tomáš Bezděk, Ryszard Kukulski, Paulina Lewandowska

Abstract read
In one paragraph

Article in Scientific reports, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

5 authors.

Adam BílekDepartment of Applied Mathematics, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 70833, Ostrava, Czech Republic.ORCID http://orcid.org/0000-0001-8380-5338
Jan HlisnikovskýDepartment of Applied Mathematics, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 70833, Ostrava, Czech Republic. jan.hlisnikovsky@live.com.ORCID http://orcid.org/0009-0001-3554-7167
Tomáš BezděkDepartment of Applied Mathematics, Faculty of Electrical Engineering and Computer Science, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 70833, Ostrava, Czech Republic.ORCID http://orcid.org/0009-0006-3021-1855
Ryszard KukulskiIT4Innovations, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 70833, Ostrava, Czech Republic.ORCID http://orcid.org/0000-0002-9171-1734
Paulina LewandowskaIT4Innovations, VSB-Technical University of Ostrava, 17. Listopadu 2172/15, 70833, Ostrava, Czech Republic.ORCID http://orcid.org/0000-0003-1564-7782

Funding

European Union CZ.10.03.01/00/22_003/0000048Ministry of Education, Youth and Sports of the Czech Republic ID:90254VSB - Technical University of Ostrava, Czech Republic SP2025/049
6 · The paper itself

Abstract

Tasks involving black boxes appear frequently in the theory of quantum information, with quantum channel discrimination as a central example that has been deeply studied. In this work, we experimentally study the discrimination between two unitary quantum channels in the multiple-shot scenario. We challenge the theoretical results concerning the probability of correct discrimination with the results collected from experiments performed on the IBM Brisbane. Our analysis shows that neither too deep quantum circuits nor circuits that create too much entanglement are suitable for the discrimination task. We conclude that circuit architectures which minimize entanglement overhead while preserving discrimination power are significantly more resilient to hardware noise if their depth does not exceed a threshold value. Consequently, our findings necessitate a paradigm shift: for execution on noisy hardware, the theoretically suboptimal circuit is, counterintuitively, often the superior choice.

Indexed as

Benchmarking of NISQ devicesQuantum channel DiscriminationQuantum computingQuantum networks

Identifiers

PMID41656370
PMCPMC12902035

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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.