IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v16y2025i1d10.1038_s41467-025-63398-y.html
   My bibliography  Save this article

Non-equilibrium critical scaling and universality in a quantum simulator

Author

Listed:
  • Arinjoy De

    (NIST and University of Maryland
    QuEra Computing Inc.)

  • Patrick Cook

    (Michigan State University
    Facility for Rare Isotope Beams)

  • Mostafa Ali

    (Michigan State University)

  • Kate Collins

    (NIST and University of Maryland)

  • William Morong

    (NIST and University of Maryland
    AWS Center for Quantum Computing)

  • Daniel Paz

    (Michigan State University)

  • Paraj Titum

    (NIST and University of Maryland
    Johns Hopkins University Applied Physics Laboratory)

  • Guido Pagano

    (Rice University)

  • Alexey V. Gorshkov

    (NIST and University of Maryland)

  • Mohammad Maghrebi

    (Michigan State University)

  • Christopher Monroe

    (NIST and University of Maryland
    Duke University)

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.

Suggested Citation

  • Arinjoy De & Patrick Cook & Mostafa Ali & Kate Collins & William Morong & Daniel Paz & Paraj Titum & Guido Pagano & Alexey V. Gorshkov & Mohammad Maghrebi & Christopher Monroe, 2025. "Non-equilibrium critical scaling and universality in a quantum simulator," Nature Communications, Nature, vol. 16(1), pages 1-8, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-63398-y
    DOI: 10.1038/s41467-025-63398-y
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-025-63398-y
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-025-63398-y?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Lei Feng & Or Katz & Casey Haack & Mohammad Maghrebi & Alexey V. Gorshkov & Zhexuan Gong & Marko Cetina & Christopher Monroe, 2023. "Continuous symmetry breaking in a trapped-ion spin chain," Nature, Nature, vol. 623(7988), pages 713-717, November.
    2. Hannes Bernien & Sylvain Schwartz & Alexander Keesling & Harry Levine & Ahmed Omran & Hannes Pichler & Soonwon Choi & Alexander S. Zibrov & Manuel Endres & Markus Greiner & Vladan Vuletić & Mikhail D., 2017. "Probing many-body dynamics on a 51-atom quantum simulator," Nature, Nature, vol. 551(7682), pages 579-584, November.
    3. A. Wallraff & D. I. Schuster & A. Blais & L. Frunzio & R.- S. Huang & J. Majer & S. Kumar & S. M. Girvin & R. J. Schoelkopf, 2004. "Strong coupling of a single photon to a superconducting qubit using circuit quantum electrodynamics," Nature, Nature, vol. 431(7005), pages 162-167, September.
    4. J. Zhang & G. Pagano & P. W. Hess & A. Kyprianidis & P. Becker & H. Kaplan & A. V. Gorshkov & Z.-X. Gong & C. Monroe, 2017. "Observation of a many-body dynamical phase transition with a 53-qubit quantum simulator," Nature, Nature, vol. 551(7682), pages 601-604, November.
    5. J. Zhang & P. W. Hess & A. Kyprianidis & P. Becker & A. Lee & J. Smith & G. Pagano & I.-D. Potirniche & A. C. Potter & A. Vishwanath & N. Y. Yao & C. Monroe, 2017. "Observation of a discrete time crystal," Nature, Nature, vol. 543(7644), pages 217-220, March.
    6. Soonwon Choi & Joonhee Choi & Renate Landig & Georg Kucsko & Hengyun Zhou & Junichi Isoya & Fedor Jelezko & Shinobu Onoda & Hitoshi Sumiya & Vedika Khemani & Curt von Keyserlingk & Norman Y. Yao & Eug, 2017. "Observation of discrete time-crystalline order in a disordered dipolar many-body system," Nature, Nature, vol. 543(7644), pages 221-225, March.
    7. Christoph Eigen & Jake A. P. Glidden & Raphael Lopes & Eric A. Cornell & Robert P. Smith & Zoran Hadzibabic, 2018. "Universal prethermal dynamics of Bose gases quenched to unitarity," Nature, Nature, vol. 563(7730), pages 221-224, November.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Or Katz & Lei Feng & Diego Porras & Christopher Monroe, 2025. "Floquet control of interactions and edge states in a programmable quantum simulator," Nature Communications, Nature, vol. 16(1), pages 1-10, December.
    2. Bang Liu & Li-Hua Zhang & Yu Ma & Qi-Feng Wang & Tian-Yu Han & Jun Zhang & Zheng-Yuan Zhang & Shi-Yao Shao & Qing Li & Han-Chao Chen & Guang-Can Guo & Dong-Sheng Ding & Bao-Sen Shi, 2025. "Bifurcation of time crystals in driven and dissipative Rydberg atomic gas," Nature Communications, Nature, vol. 16(1), pages 1-8, December.
    3. Bang Liu & Li-Hua Zhang & Qi-Feng Wang & Yu Ma & Tian-Yu Han & Jun Zhang & Zheng-Yuan Zhang & Shi-Yao Shao & Qing Li & Han-Chao Chen & Bao-Sen Shi & Dong-Sheng Ding, 2024. "Higher-order and fractional discrete time crystals in Floquet-driven Rydberg atoms," Nature Communications, Nature, vol. 15(1), pages 1-8, December.
    4. Zehang Bao & Shibo Xu & Zixuan Song & Ke Wang & Liang Xiang & Zitian Zhu & Jiachen Chen & Feitong Jin & Xuhao Zhu & Yu Gao & Yaozu Wu & Chuanyu Zhang & Ning Wang & Yiren Zou & Ziqi Tan & Aosai Zhang &, 2024. "Creating and controlling global Greenberger-Horne-Zeilinger entanglement on quantum processors," Nature Communications, Nature, vol. 15(1), pages 1-7, December.
    5. Reinhold Kleiner & Xianjing Zhou & Eric Dorsch & Xufeng Zhang & Dieter Koelle & Dafei Jin, 2021. "Space-time crystalline order of a high-critical-temperature superconductor with intrinsic Josephson junctions," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    6. Andrea Pizzi & Long-Hei Kwan & Bertrand Evrard & Ceren B. Dag & Johannes Knolle, 2025. "Genuine quantum scars in many-body spin systems," Nature Communications, Nature, vol. 16(1), pages 1-7, December.
    7. Abbas, Amira & Ambainis, Andris & Augustino, Brandon & Baertschi, Andreas & Buhrman, Harry & Coffrin, Carleton & Cortiana, Giorgio & Dunjko, Vedran & Egger, Daniel J. & Elmegreen, Bruce G. & Franco, N, 2024. "Challenges and opportunities in quantum optimization," Other publications TiSEM eb4b8a22-9322-4251-8802-9, Tilburg University, School of Economics and Management.
    8. Egor I. Kiselev & Mark S. Rudner & Netanel H. Lindner, 2024. "Inducing exceptional points, enhancing plasmon quality and creating correlated plasmon states with modulated Floquet parametric driving," Nature Communications, Nature, vol. 15(1), pages 1-12, December.
    9. L. J. Stanley & Ping V. Lin & J. Jaroszyński & Dragana Popović, 2023. "Screening the Coulomb interaction leads to a prethermal regime in two-dimensional bad conductors," Nature Communications, Nature, vol. 14(1), pages 1-8, December.
    10. Yu-Hui Chen & Xiangdong Zhang, 2023. "Realization of an inherent time crystal in a dissipative many-body system," Nature Communications, Nature, vol. 14(1), pages 1-7, December.
    11. Kaito Kobayashi & Yukitoshi Motome, 2025. "Quantum reservoir probing of quantum phase transitions," Nature Communications, Nature, vol. 16(1), pages 1-10, December.
    12. Weixuan Zhang & Wenhui Cao & Long Qian & Hao Yuan & Xiangdong Zhang, 2025. "Topolectrical space-time circuits," Nature Communications, Nature, vol. 16(1), pages 1-11, December.
    13. A V Antipov & E O Kiktenko & A K Fedorov, 2022. "Efficient realization of quantum primitives for Shor’s algorithm using PennyLane library," PLOS ONE, Public Library of Science, vol. 17(7), pages 1-17, July.
    14. Yuqian Zhao & Zhaohua Ma & Zhangzhen He & Haijun Liao & Yan-Cheng Wang & Junfeng Wang & Yuesheng Li, 2024. "Quantum annealing of a frustrated magnet," Nature Communications, Nature, vol. 15(1), pages 1-9, December.
    15. Hossein Taheri & Andrey B. Matsko & Lute Maleki & Krzysztof Sacha, 2022. "All-optical dissipative discrete time crystals," Nature Communications, Nature, vol. 13(1), pages 1-10, December.
    16. Alex Greilich & Nataliia E. Kopteva & Vladimir L. Korenev & Philipp A. Haude & Manfred Bayer, 2025. "Exploring nonlinear dynamics in periodically driven time crystal from synchronization to chaotic motion," Nature Communications, Nature, vol. 16(1), pages 1-9, December.
    17. Benedikt Fauseweh, 2024. "Quantum many-body simulations on digital quantum computers: State-of-the-art and future challenges," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    18. Yukalov, V.I. & Yukalova, E.P. & Sornette, D., 2022. "Role of collective information in networks of quantum operating agents," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 598(C).
    19. Yuechun Jiao & Weilun Jiang & Yu Zhang & Jingxu Bai & Yunhui He & Heng Shen & Jianming Zhao & Suotang Jia, 2025. "Observation of multiple time crystals in a driven-dissipative system with Rydberg gas," Nature Communications, Nature, vol. 16(1), pages 1-7, December.
    20. Liang Xiang & Wenjie Jiang & Zehang Bao & Zixuan Song & Shibo Xu & Ke Wang & Jiachen Chen & Feitong Jin & Xuhao Zhu & Zitian Zhu & Fanhao Shen & Ning Wang & Chuanyu Zhang & Yaozu Wu & Yiren Zou & Jiar, 2024. "Long-lived topological time-crystalline order on a quantum processor," Nature Communications, Nature, vol. 15(1), pages 1-9, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-025-63398-y. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.