Evidence map›Paper›PMID 40858634›Full record

ArticleNature communications2025

Non-equilibrium critical scaling and universality in a quantum simulator.

Arinjoy De, Patrick Cook, Mostafa Ali, Kate Collins, William Morong, Daniel Paz, Paraj Titum, Guido Pagano, Alexey V Gorshkov, Mohammad Maghrebi and 1 more

Abstract read
In one paragraph

Article in Nature communications, 2025. 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
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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.

Arinjoy De *Joint Quantum Institute and Joint Center for Quantum Information and Computer Science, NIST and University of Maryland, College Park, MD, USA. arinjoy@umd.edu.ORCID http://orcid.org/0000-0001-9184-8434
Patrick Cook *Department of Physics and Astronomy, Michigan State University, East Lansing, MI, USA.ORCID http://orcid.org/0000-0002-7934-5428
Mostafa AliDepartment of Physics and Astronomy, Michigan State University, East Lansing, MI, USA.
Kate CollinsJoint Quantum Institute and Joint Center for Quantum Information and Computer Science, NIST and University of Maryland, College Park, MD, USA.ORCID http://orcid.org/0000-0002-6159-8013
William MorongJoint Quantum Institute and Joint Center for Quantum Information and Computer Science, NIST and University of Maryland, College Park, MD, USA.ORCID http://orcid.org/0000-0003-4880-8159
Daniel PazDepartment of Physics and Astronomy, Michigan State University, East Lansing, MI, USA.
Paraj TitumJoint Quantum Institute and Joint Center for Quantum Information and Computer Science, NIST and University of Maryland, College Park, MD, USA.
Guido PaganoDepartment of Physics and Astronomy, Rice University, Houston, TX, USA.ORCID http://orcid.org/0000-0002-6760-4015
Alexey V GorshkovJoint Quantum Institute and Joint Center for Quantum Information and Computer Science, NIST and University of Maryland, College Park, MD, USA.ORCID http://orcid.org/0000-0003-0509-3421
Mohammad MaghrebiDepartment of Physics and Astronomy, Michigan State University, East Lansing, MI, USA.
Christopher MonroeJoint Quantum Institute and Joint Center for Quantum Information and Computer Science, NIST and University of Maryland, College Park, MD, USA.

Funding

National Science Foundation (NSF) DMR-2142866National Science Foundation (NSF) OMA-2120757National Science Foundation (NSF) PHY-1818914U.S. Department of Energy (DOE) DE-SC0023806U.S. Department of Energy (DOE) ERKJ347
6 · The paper itself

Abstract

Universality and scaling laws are hallmarks of equilibrium phase transitions and critical phenomena. However, extending these concepts to non-equilibrium systems is an outstanding challenge. Despite recent progress in the study of dynamical phases, the universality classes and scaling laws for non-equilibrium phenomena are far less understood than those in equilibrium. In this work, using a trapped-ion quantum simulator with single-spin resolution, we investigate the non-equilibrium nature of critical fluctuations following a quantum quench to the critical point. We probe the scaling of spin fluctuations after a series of quenches to the critical Hamiltonian of a long-range Ising model. With systems of up to 50 spins, we show that the amplitude and timescale of the post-quench fluctuations scale with system size with distinct universal critical exponents, depending on the quench protocol. While a generic quench can lead to thermal critical behavior, we find that a second quench from one critical state to another (i.e. a double quench) results in a new universal non-equilibrium behavior, identified by a set of critical exponents distinct from their equilibrium counterparts. Our results demonstrate the ability of quantum simulators to explore universal scaling beyond equilibrium.

Identifiers

PMID40858634
PMCPMC12381106

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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.