Evidence map›Paper›PMID 41894494›Full record

ArticleScience advances2026

Characterizing many-body dynamics with projected ensembles on a superconducting quantum processor.

Zhiguang Yan, Zi-Yong Ge, Rui Li, Yu-Ran Zhang, Franco Nori, Yasunobu Nakamura

Abstract read
In one paragraph

Article in Science advances, 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

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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

6 authors.

Zhiguang YanCenter for Quantum Computing (RQC), RIKEN, Wako, Saitama 351-0198, Japan.ORCID 0000-0002-1656-1289
Zi-Yong GeCenter for Quantum Computing (RQC), RIKEN, Wako, Saitama 351-0198, Japan.ORCID 0000-0001-5647-0165
Rui LiCenter for Quantum Computing (RQC), RIKEN, Wako, Saitama 351-0198, Japan.ORCID 0000-0001-6779-1327
Yu-Ran ZhangSchool of Physics and Optoelectronics, South China University of Technology, Guangzhou 510640, China.ORCID 0000-0002-6893-2053
Franco NoriCenter for Quantum Computing (RQC), RIKEN, Wako, Saitama 351-0198, Japan.ORCID 0000-0003-3682-7432
Yasunobu NakamuraCenter for Quantum Computing (RQC), RIKEN, Wako, Saitama 351-0198, Japan.ORCID 0000-0003-0424-630X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Quantum simulators allow the experimental exploration of nonequilibrium quantum many-body dynamics, which have traditionally been characterized through expectation values or entanglement measures, based on density matrices of the system. Recently, a more general framework for studying quantum many-body systems based on projected ensembles has been introduced, revealing quantum phenomena, such as deep thermalization in chaotic systems. Here, we experimentally investigate a chaotic quantum many-body system using projected ensembles on a three-dimensional-integrated frequency-tunable superconducting processor, enabling both high-fidelity control and scalable architecture. Our results provide direct evidence of deep thermalization by observing a Haar-distributed projected ensemble for the steady states within a charge-conserved sector. Moreover, by introducing an ensemble-averaged entropy as a metric, we establish a benchmark for many-body information leakage from the system to its environment. Our work paves the way for studying quantum many-body dynamics using projected ensembles, and the scalability of our benchmark method represents a notable advance toward quantum computation and simulation.

Identifiers

PMID41894494
PMCPMC13025104

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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.